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July 17, 2020 14:06
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UNArcTest Jupyter Notebook
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| appnope==0.1.0 | |
| backcall==0.2.0 | |
| decorator==4.4.2 | |
| ipykernel==5.3.2 | |
| ipython==7.16.1 | |
| ipython-genutils==0.2.0 | |
| jedi==0.17.1 | |
| jupyter-client==6.1.5 | |
| jupyter-core==4.6.3 | |
| numpy==1.19.0 | |
| pandas==1.0.5 | |
| parso==0.7.0 | |
| pexpect==4.8.0 | |
| pickleshare==0.7.5 | |
| prompt-toolkit==3.0.5 | |
| ptyprocess==0.6.0 | |
| Pygments==2.6.1 | |
| python-dateutil==2.8.1 | |
| pytz==2020.1 | |
| pyzmq==19.0.1 | |
| six==1.15.0 | |
| tornado==6.0.4 | |
| traitlets==4.3.3 | |
| wcwidth==0.2.5 |
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| Agency description | Year | Expenditure | |
|---|---|---|---|
| Department of Peacekeeping Operations | 2015 | 8759159000 | |
| United Nations | 2015 | 5613139904 | |
| United Nations Children’s Fund | 2015 | 5077601656 | |
| United Nations Development Programme | 2015 | 5057413898 | |
| World Food Programme | 2015 | 4893472393 | |
| Office of the United Nations High Commissioner for Refugees | 2015 | 3278871762 | |
| World Health Organization | 2015 | 2738660315 | |
| International Organization for Migration | 2015 | 1594121668 | |
| Pan American Health Organization | 2015 | 1379321927 | |
| UN Relief and Works Agency for Palestine Refugees | 2015 | 1333774841 | |
| Food and Agriculture Organization of the United Nations | 2015 | 1219235388 | |
| United Nations Population Fund | 2015 | 977375687 | |
| United Nations Educational, Scientific and Cultural Organization | 2015 | 762491041 | |
| United Nations Office for Project Services | 2015 | 671526000 | |
| International Labour Organization | 2015 | 659746643 | |
| International Atomic Energy Agency | 2015 | 570543764 | |
| United Nations Environment Programme | 2015 | 559703000 | |
| World intellectual Property Organization | 2015 | 351839000 | |
| UN Women | 2015 | 314974000 | |
| Joint United Nations Programme on HIV/AIDS | 2015 | 293936807 | |
| United Nations Office on Drugs and Crime | 2015 | 278919255 | |
| World Trade Organization | 2015 | 247027182 | |
| United Nations Industrial Development Organization | 2015 | 244140762 | |
| International Civil Aviation Organization | 2015 | 194803848 | |
| International Telecommunication Union | 2015 | 191833044 | |
| International Fund for Agricultural Development | 2015 | 168226000 | |
| United Nations Human Settlements Programme | 2015 | 167062016 | |
| International Trade Centre UNCTAD/WTO | 2015 | 102654000 | |
| World Meteorological Organization | 2015 | 102471241 | |
| Universal Postal Union | 2015 | 79265758 | |
| United Nations University | 2015 | 74632000 | |
| International Maritime Organization | 2015 | 68054803 | |
| World Tourism Organization | 2015 | 27013663 | |
| United Nations Institute for Training and Research | 2015 | 23473000 |
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| Agency description | Year | Expenditure | |
|---|---|---|---|
| Department of Peacekeeping Operations | 2016 | 8,876,176,000 | |
| United Nations | 2016 | 5,713,034,000 | |
| United Nations Children’s Fund | 2016 | 5,427,255,034 | |
| World Food Programme | 2016 | 5,355,409,043 | |
| United Nations Development Programme | 2016 | 4,659,525,828 | |
| Office of the United Nations High Commissioner for Refugees | 2016 | 3,846,924,119 | |
| World Health Organization | 2016 | 2,471,062,278 | |
| International Organization for Migration | 2016 | 1,602,307,417 | |
| Pan American Health Organization | 2016 | 1,363,470,773 | |
| UN Relief and Works Agency for Palestine Refugees | 2016 | 1,316,762,306 | |
| Food and Agriculture Organization of the United Nations | 2016 | 1,201,818,140 | |
| United Nations Population Fund | 2016 | 922,517,792 | |
| United Nations Office for Project Services | 2016 | 769,873,000 | |
| International Labour Organization | 2016 | 674,937,000 | |
| United Nations Educational, Scientific and Cultural Organization | 2016 | 663,683,714 | |
| United Nations Environment Programme | 2016 | 561,342,000 | |
| International Atomic Energy Agency | 2016 | 549,644,351 | |
| World intellectual Property Organization | 2016 | 347,037,073 | |
| UN Women | 2016 | 339,801,000 | |
| World Trade Organization | 2016 | 249,234,707 | |
| United Nations Office on Drugs and Crime | 2016 | 241,906,000 | |
| United Nations Industrial Development Organization | 2016 | 235,511,425 | |
| International Civil Aviation Organization | 2016 | 192,346,640 | |
| United Nations Human Settlements Programme | 2016 | 186,433,318 | |
| International Telecommunication Union | 2016 | 183,604,878 | |
| Joint United Nations Programme on HIV/AIDS | 2016 | 181,750,055 | |
| International Fund for Agricultural Development | 2016 | 169,727,000 | |
| World Meteorological Organization | 2016 | 98,226,341 | |
| International Trade Centre UNCTAD/WTO | 2016 | 91,197,000 | |
| United Nations University | 2016 | 89,986,553 | |
| Universal Postal Union | 2016 | 77,403,536 | |
| International Maritime Organization | 2016 | 57,821,457 | |
| United Nations Institute for Training and Research | 2016 | 23,854,000 | |
| World Tourism Organization | 2016 | 23,171,332 |
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| Agency description | Year | Expenditure | |
|---|---|---|---|
| Department of Peacekeeping Operations | 2017 | 8,263,932,000 | |
| World Food Programme | 2017 | 6,224,010,883 | |
| United Nations Children’s Fund | 2017 | 5,843,812,313 | |
| United Nations | 2017 | 5,788,872,170 | |
| United Nations Development Programme | 2017 | 5,094,775,419 | |
| Office of the United Nations High Commissioner for Refugees | 2017 | 3,942,839,988 | |
| World Health Organization | 2017 | 2,680,744,796 | |
| International Organization for Migration | 2017 | 1,605,352,909 | |
| Food and Agriculture Organization of the United Nations | 2017 | 1,531,753,306 | |
| Pan American Health Organization | 2017 | 1,435,096,541 | |
| UN Relief and Works Agency for Palestine Refugees | 2017 | 1,310,443,631 | |
| United Nations Population Fund | 2017 | 926,869,317 | |
| United Nations Office for Project Services | 2017 | 815,855,396 | |
| United Nations Educational, Scientific and Cultural Organization | 2017 | 688,169,870 | |
| International Atomic Energy Agency | 2017 | 642,585,424 | |
| International Labour Organization | 2017 | 640,794,735 | |
| United Nations Environment Programme | 2017 | 562,234,566 | |
| World intellectual Property Organization | 2017 | 403,729,039 | |
| UN Women | 2017 | 338,615,000 | |
| United Nations Office on Drugs and Crime | 2017 | 308,703,000 | |
| United Nations Industrial Development Organization | 2017 | 299,180,198 | |
| World Trade Organization | 2017 | 257,713,701 | |
| International Civil Aviation Organization | 2017 | 215,225,968 | |
| International Telecommunication Union | 2017 | 200,015,337 | |
| United Nations Human Settlements Programme | 2017 | 197,483,176 | |
| International Fund for Agricultural Development | 2017 | 188,817,000 | |
| International Criminal Court | 2017 | 186,698,415 | |
| Joint United Nations Programme on HIV/AIDS | 2017 | 173,371,100 | |
| Comprehensive Nuclear-Test-Ban Treaty Organization | 2017 | 124,931,880 | |
| World Meteorological Organization | 2017 | 107,891,616 | |
| United Nations University | 2017 | 107,838,582 | |
| The United Nations Framework Convention on Climate Change | 2017 | 95,353,834 | |
| International Trade Centre UNCTAD/WTO | 2017 | 88,210,000 | |
| Universal Postal Union | 2017 | 82,854,833 | |
| International Maritime Organization | 2017 | 71,238,649 | |
| United Nations Capital Development Fund | 2017 | 64,585,908 | |
| United Nations Institute for Training and Research | 2017 | 28,129,041 | |
| World Tourism Organization | 2017 | 27,201,861 | |
| UN System Staff College | 2017 | 10,027,597 | |
| United Nations Research Institute for Social Development | 2017 | 2,046,362 |
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| Agency description | Year | Expenditure | |
|---|---|---|---|
| Department of Peacekeeping Operations | 2018 | 7,987,831,961 | |
| World Food Programme | 2018 | 6,789,054,399 | |
| United Nations | 2018 | 6,236,300,357 | |
| United Nations Children’s Fund | 2018 | 5,918,587,378 | |
| United Nations Development Programme | 2018 | 5,096,825,461 | |
| Office of the United Nations High Commissioner for Refugees | 2018 | 4,063,979,955 | |
| World Health Organization | 2018 | 2,500,048,502 | |
| International Organization for Migration | 2018 | 1,841,571,956 | |
| Food and Agriculture Organization of the United Nations | 2018 | 1,454,768,694 | |
| Pan American Health Organization | 2018 | 1,299,479,539 | |
| UN Relief and Works Agency for Palestine Refugees | 2018 | 1,190,222,772 | |
| United Nations Population Fund | 2018 | 1,086,021,580 | |
| United Nations Office for Project Services | 2018 | 923,666,350 | |
| United Nations Educational, Scientific and Cultural Organization | 2018 | 682,012,889 | |
| International Atomic Energy Agency | 2018 | 641,027,397 | |
| International Labour Organization | 2018 | 624,826,077 | |
| United Nations Environment Programme | 2018 | 558,532,206 | |
| UN Women | 2018 | 380,260,000 | |
| World intellectual Property Organization | 2018 | 355,663,225 | |
| United Nations Office on Drugs and Crime | 2018 | 332,270,000 | |
| United Nations Industrial Development Organization | 2018 | 279,463,696 | |
| World Trade Organization | 2018 | 263,483,283 | |
| International Civil Aviation Organization | 2018 | 229,964,201 | |
| UNITAID | 2018 | 216,329,000 | |
| International Fund for Agricultural Development | 2018 | 193,082,000 | |
| International Telecommunication Union | 2018 | 186,793,313 | |
| United Nations Human Settlements Programme | 2018 | 185,747,457 | |
| Joint United Nations Programme on HIV/AIDS | 2018 | 184,336,897 | |
| International Criminal Court | 2018 | 176,976,518 | |
| Comprehensive Nuclear-Test-Ban Treaty Organization | 2018 | 127,564,070 | |
| International Trade Centre UNCTAD/WTO | 2018 | 98,687,491 | |
| World Meteorological Organization | 2018 | 96,634,245 | |
| The United Nations Framework Convention on Climate Change | 2018 | 91,157,673 | |
| United Nations University | 2018 | 90,538,190 | |
| Organisation for the Prohibition of Chemical Weapons | 2018 | 84,194,436 | |
| Universal Postal Union | 2018 | 75,172,438 | |
| International Maritime Organization | 2018 | 63,760,456 | |
| United Nations Capital Development Fund | 2018 | 60,853,361 | |
| IARC | 2018 | 46,483,338 | |
| United Nations Institute for Training and Research | 2018 | 28,584,000 | |
| World Tourism Organization | 2018 | 21,123,148 | |
| UN System Staff College | 2018 | 9,741,572 | |
| United Nations Research Institute for Social Development | 2018 | 2,207,230 |
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This is a quick example of how Pandas can help do some fast filtering and preparation of data.
There's many ways of doing this type of filtering with other tools (eg Excel). The point of this example is to show the tip of the proverbial iceberg for what can be done readily with Pandas.