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update
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@rikblok
rikblok committed Dec 1, 2014
2 parents f03c533 + dd00a7d commit 82da6a1
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8 changes: 6 additions & 2 deletions README.md
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Expand Up @@ -2,7 +2,11 @@ Data for the 2014 Global Ebola outbeak
=====

## Announcements
Datamarket has made these data available through their API [here](https://datamarket.com/data/list/?q=ebola&ref=search). Their website also has interactive visualizations, and allows export to other file formats. As you browse the data on their site, please take note of possible errors, for example when cumulative counts temporarily drop. **Please be aggressive about identifying and correcting these errors through pull requests, so we can improve our data quality.**
Datamarket has made these data available through their API [here](https://datamarket.com/data/list/?q=ebola&ref=search). Their website also has interactive visualizations, and allows export to other file formats. As you browse the data on their site, please take note of possible errors, for example when cumulative counts temporarily drop. **Please be aggressive about identifying and correcting these errors through pull requests, so we can improve our data quality.**

The DataMarket API is documented [here](https://datamarket.com/api/v1/). To access it programmatically you need a sharing key, which you can find in the file 'datamarket_sharingkey.txt'




## Contents
Expand All @@ -11,7 +15,7 @@ Datamarket has made these data available through their API [here](https://datama
* `liberia_data/` contains .csv files of data provided by the [Liberia Ministry of Health](http://www.mohsw.gov.lr/content_display.php?sub=report2). I have noticed the data are somewhat inconsistent. Cross-check the data when analyzing.
* `sl_data/` contains .csv files of data provided by the [Sierra Leone Ministry of Health](http://health.gov.sl/?page_id=583)
* `guinea_data/` contains a mix of .csv and PDF files from the [Guinea Ministry of Health](http://actuconakry.com/wp-content/uploads/2014/10/). These data are not consistently available online, so I will keep the PDFs in the repo for reference.
* `mali_data/` contains a mix of .csv and PDF files from the [Mali Ministry of Health](http://www.sante.gov.ml/).
* `mali_data/` contains a mix of .csv and PDF files from the [Mali Ministry of Health](http://www.sante.gov.ml/).
* `who_data/` contains data from the [WHO](http://apps.who.int/gho/data/node.ebola-sitrep) that compare sitrep case counts with patient database counts for select cities and countries.
* `data_products/` contains analyses, processing scripts, etc. Highlights include:
* `liberia_data.py` converts the liberia_data csv files into a multidimensional pandas dataframe. Pandas is a requirement for this script. Optional argument allows output to .csv. You can run this script with ./liberia_data.py --help to learn more.
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9 changes: 7 additions & 2 deletions country_timeseries.csv
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@@ -1,9 +1,14 @@
Date,Day,Cases_Guinea,Cases_Liberia,Cases_SierraLeone,Cases_Nigeria,Cases_Senegal,Cases_UnitedStates,Cases_Spain,Cases_Mali,Deaths_Guinea,Deaths_Liberia,Deaths_SierraLeone,Deaths_Nigeria,Deaths_Senegal,Deaths_UnitedStates,Deaths_Spain,Deaths_Mali
11/23/2014,246,2134,,6599,20,1,4,1,7,1260,,1398,8,0,1,0,6
11/22/2014,245,,7168,,,,,,,,3016,,,,,,
11/18/2014,241,2047,7082,6190,20,1,4,1,6,1214,2963,1267,8,0,1,0,6
11/16/2014,239,1971,,6073,20,1,4,1,5,1192,,1250,8,0,1,0,5
11/15/2014,238,,7069,,,,,,,,2964,,,,,,
11/11/2014,234,1919,,5586,20,1,4,1,4,1166,,1187,8,0,1,0,3
11/10/2014,233,,6878,,,,,,,,2812,,,,,,
11/9/2014,232,1878,,5368,20,1,4,1,1,1142,,1169,8,0,1,0,1
11/8/2014,231,,6822,,,,,,,,2836,,,,,,
11/4/2014,227,,6619,4862,20,1,4,1,1,,2766,1130,8,0,1,0,1
11/4/2013,227,,6619,4862,20,1,4,1,1,,2766,1130,8,0,1,0,1
11/3/2014,226,1760,,,,,,,,1054,,,,,,,
11/2/2014,225,1731,,4759,20,1,4,1,1,1041,,1070,8,0,1,0,1
10/31/2014,222,,6525,,,,,,,,2697,,,,,,
Expand Down Expand Up @@ -98,4 +103,4 @@ Date,Day,Cases_Guinea,Cases_Liberia,Cases_SierraLeone,Cases_Nigeria,Cases_Senega
3/26/2014,4,86,,,,,,,,62,,,,,,,
3/25/2014,3,86,,,,,,,,60,,,,,,,
3/24/2014,2,86,,,,,,,,59,,,,,,,
3/22/2014,0,49,,,,,,,,29,,,,,,,
3/22/2014,0,49,,,,,,,,29,,,,,,,
1 change: 1 addition & 0 deletions datamarket_sharingkey.txt
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93eb0cd2d52d4248b1b51b272ead378d
Binary file removed ...iginals/OMS_Rapport de Situation 01_Cas de gastro-entérite hémorragique et fébrile.pdf
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39 changes: 39 additions & 0 deletions liberia_data/2014-11-14-v183.csv
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Date,Variable,National,Bomi County,Bong County,Gbarpolu County,Grand Bassa,Grand Cape Mount,Grand Gedeh,Grand Kru,Lofa County,Margibi County,Maryland County,Montserrado County,Nimba County,River Gee County,RiverCess County,Sinoe County
11/14/2014,Specimens collected,0,,,,,,,,,,,,,,,
11/14/2014,Specimens pending for testing,0,,,,,,,,,,,,,,,
11/14/2014,Total specimens tested,0,,,,,,,,,,,,,,,
11/14/2014,Newly reported deaths,20,0,2,0,0,5,0,0,1,0,1,11,0,0,0,0
11/14/2014,Total death/s in confirmed cases,0,,,,,,,,,,,,,,,
11/14/2014,Total death/s in probable cases,0,,,,,,,,,,,,,,,
11/14/2014,Total death/s in suspected cases,0,,,,,,,,,,,,,,,
11/14/2014,"Total death/s in confirmed,
probable, suspected cases",2960,153,88,5,54,54,4,25,375,535,15,1559,50,8,24,11
11/14/2014,"Case Fatality Rate (CFR) -
Confirmed & Probable Cases",0,,,,,,,,,,,,,,,
11/14/2014,Newly reported contacts,91,0,0,0,0,0,0,0,0,4,1,86,0,0,0,0
11/14/2014,Total contacts listed,0,,,,,,,,,,,,,,,
11/14/2014,Currently under follow-up,5566,0,169,54,43,184,0,0,139,1929,1,2882,51,0,91,23
11/14/2014,Contacts seen,5506,0,169,46,0,184,0,0,139,1929,1,2873,51,0,91,23
11/14/2014,"Contacts who completed 21 day
follow-up",156,0,6,0,0,0,0,1,0,0,0,149,0,0,0,0
11/14/2014,Contacts lost to follow-up,3,0,0,0,0,0,0,0,0,0,0,3,0,0,0,0
11/14/2014,New admissions,31,0,4,,,,,,0,,,27,0,,,
11/14/2014,"Total no. currently in Treatment
Units",211,6,24,,,,,,0,,,172,9,,,
11/14/2014,Total discharges,19,0,6,,,,,,0,,,13,0,,,
11/14/2014,Cumulative admission/isolation,0,,,,,,,,,,,,,,,
11/14/2014,Newly Reported Cases in HCW,1,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0
11/14/2014,Cumulative cases among HCW,340,18,28,0,7,7,1,0,22,69,1,172,12,2,0,1
11/14/2014,Newly Reported deaths in HCW,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
11/14/2014,Cumulative deaths among HCW,170,14,16,0,2,3,0,0,16,37,0,80,2,0,0,0
11/14/2014,New Case/s (Suspected),15,0,4,0,1,3,0,0,1,3,1,2,0,0,0,0
11/14/2014,New Case/s (Probable),5,0,0,0,0,1,0,0,0,0,0,4,0,0,0,0
11/14/2014,New case/s (confirmed),0,,,,,,,,,,,,,,,
11/14/2014,Total suspected cases,2661,84,173,9,43,42,7,14,167,402,13,1599,80,7,11,10
11/14/2014,Total probable cases,1757,68,32,2,75,26,2,16,149,487,2,735,137,5,16,5
11/14/2014,Total confirmed cases,2642,131,97,6,22,29,2,4,325,330,4,1540,111,7,17,17
11/14/2014,"Total Number of Confirmed Cases
of Sierra Leonean Nationality",0,,,,,,,,,,,,,,,
11/14/2014,"Total Number of Confirmed Cases
of Guinean Nationality",0,,,,,,,,,,,,,,,
11/14/2014,"Cumulative confirmed, probable and suspected cases",7060,283,302,17,140,97,11,34,641,1219,19,3874,328,19,44,32
39 changes: 39 additions & 0 deletions liberia_data/2014-11-15-v184.csv
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Date,Variable,National,Bomi County,Bong County,Gbarpolu County,Grand Bassa,Grand Cape Mount,Grand Gedeh,Grand Kru,Lofa County,Margibi County,Maryland County,Montserrado County,Nimba County,River Gee County,RiverCess County,Sinoe County
11/15/2014,Specimens collected,,,,,,,,,,,,,,,,
11/15/2014,Specimens pending for testing,,,,,,,,,,,,,,,,
11/15/2014,Total specimens tested,49,,,,,,,,,,,,,,,
11/15/2014,Newly reported deaths,12,1,3,0,0,3,0,0,0,0,0,5,0,0,0,0
11/15/2014,Total death/s in confirmed cases,,,,,,,,,,,,,,,,
11/15/2014,Total death/s in probable cases,,,,,,,,,,,,,,,,
11/15/2014,Total death/s in suspected cases,,,,,,,,,,,,,,,,
11/15/2014,"Total death/s in confirmed,
probable, suspected cases",2964,153,88,5,55,54,4,25,375,535,15,1562,50,8,24,11
11/15/2014,"Case Fatality Rate (CFR) -
Confirmed & Probable Cases",,,,,,,,,,,,,,,,
11/15/2014,Newly reported contacts,0,0,0,0,0,0,0,0,0,4,1,86,0,0,0,0
11/15/2014,Total contacts listed,,,,,,,,,,,,,,,,
11/15/2014,Currently under follow-up,5566,0,169,54,43,184,0,0,139,1929,1,2882,51,0,91,23
11/15/2014,Contacts seen,5506,0,169,46,0,184,0,0,139,1929,1,2873,51,0,91,23
11/15/2014,"Contacts who completed 21 day
follow-up",156,0,6,0,0,0,0,1,0,0,0,149,0,0,0,0
11/15/2014,Contacts lost to follow-up,3,0,0,0,0,0,0,0,0,0,0,3,0,0,0,0
11/15/2014,New admissions,14,0,4,,,,,,0,,,10,0,,,
11/15/2014,"Total no. currently in Treatment
Units",123,4,25,,,,,,0,,,85,9,,,
11/15/2014,Total discharges,,,,,,,,,,,,,,,,
11/15/2014,Cumulative admission/isolation,,,,,,,,,,,,,,,,
11/15/2014,Newly Reported Cases in HCW,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
11/15/2014,Cumulative cases among HCW,341,18,28,0,8,7,1,0,22,69,1,172,12,2,0,1
11/15/2014,Newly Reported deaths in HCW,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
11/15/2014,Cumulative deaths among HCW,170,14,16,0,2,3,0,0,16,37,0,80,2,0,0,0
11/15/2014,New Case/s (Suspected),28,0,7,1,0,1,0,1,0,1,0,13,0,0,4,0
11/15/2014,New Case/s (Probable),11,0,0,0,1,0,0,0,0,0,0,10,0,0,0,0
11/15/2014,New case/s (confirmed),,,,,,,,,,,,,,,,
11/15/2014,Total suspected cases,2664,84,173,9,43,42,7,14,167,402,13,1602,80,7,11,10
11/15/2014,Total probable cases,1762,68,32,2,76,26,2,16,149,487,2,739,137,5,16,5
11/15/2014,Total confirmed cases,2643,131,97,6,23,29,2,4,325,330,4,1540,111,7,17,17
11/15/2014,"Total Number of Confirmed Cases
of Sierra Leonean Nationality",,,,,,,,,,,,,,,,
11/15/2014,"Total Number of Confirmed Cases
of Guinean Nationality",,,,,,,,,,,,,,,,
11/15/2014,"Cumulative confirmed, probable and suspected cases",7069,283,302,17,142,97,11,34,641,1219,19,3881,328,19,44,32
39 changes: 39 additions & 0 deletions liberia_data/2014-11-19-v188.csv
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Date,Variable,National,Bomi County,Bong County,Gbarpolu County,Grand Bassa,Grand Cape Mount,Grand Gedeh,Grand Kru,Lofa County,Margibi County,Maryland County,Montserrado County,Nimba County,River Gee County,RiverCess County,Sinoe County
11/19/2014,Specimens collected,,,,,,,,,,,,,,,,
11/19/2014,Specimens pending for testing,,,,,,,,,,,,,,,,
11/19/2014,Total specimens tested,61,,,,,,,,,,,,,,,
11/19/2014,Newly reported deaths,21,0,8,0,0,0,0,0,0,0,0,11,0,0,0,2
11/19/2014,Total death/s in confirmed cases,,,,,,,,,,,,,,,,
11/19/2014,Total death/s in probable cases,,,,,,,,,,,,,,,,
11/19/2014,Total death/s in suspected cases,,,,,,,,,,,,,,,,
11/19/2014,"Total death/s in confirmed,
probable, suspected cases",2992,158,88,5,60,54,5,25,376,534,17,1576,50,8,25,11
11/19/2014,"Case Fatality Rate (CFR) -
Confirmed & Probable Cases",,,,,,,,,,,,,,,,
11/19/2014,Newly reported contacts,306,0,14,0,0,18,0,0,0,45,0,211,0,0,0,18
11/19/2014,Total contacts listed,,,,,,,,,,,,,,,,
11/19/2014,Currently under follow-up,6404,318,198,57,59,286,1,0,102,2013,17,3148,32,0,91,82
11/19/2014,Contacts seen,6229,226,198,31,30,286,1,0,100,2013,17,3140,32,0,91,64
11/19/2014,"Contacts who completed 21 day
follow-up",182,0,0,15,1,2,0,0,0,0,0,146,18,0,0,0
11/19/2014,Contacts lost to follow-up,29,0,0,0,29,0,0,0,0,0,0,0,0,0,0,0
11/19/2014,New admissions,11,0,6,,,,,,0,,,5,0,,,
11/19/2014,"Total no. currently in Treatment
Units",94,3,35,,,,,,0,,,55,1,,,
11/19/2014,Total discharges,,,,,,,,,,,,,,,,
11/19/2014,Cumulative admission/isolation,,,,,,,,,,,,,,,,
11/19/2014,Newly Reported Cases in HCW,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
11/19/2014,Cumulative cases among HCW,342,18,29,0,8,7,1,0,22,69,1,172,12,2,0,1
11/19/2014,Newly Reported deaths in HCW,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
11/19/2014,Cumulative deaths among HCW,172,14,16,0,4,3,0,0,16,37,0,80,2,0,0,0
11/19/2014,New Case/s (Suspected),29,0,8,0,0,0,0,0,0,4,0,12,4,0,0,1
11/19/2014,New Case/s (Probable),7,0,0,0,0,2,0,0,0,1,0,3,1,0,0,0
11/19/2014,New case/s (confirmed),,,,,,,,,,,,,,,,
11/19/2014,Total suspected cases,2650,84,173,10,39,38,8,14,167,396,15,1600,80,7,9,10
11/19/2014,Total probable cases,1740,66,32,3,67,26,0,16,149,482,2,737,136,5,16,3
11/19/2014,Total confirmed cases,2717,135,103,7,33,32,2,4,325,336,4,1584,110,7,17,18
11/19/2014,"Total Number of Confirmed Cases
of Sierra Leonean Nationality",,,,,,,,,,,,,,,,
11/19/2014,"Total Number of Confirmed Cases
of Guinean Nationality",,,,,,,,,,,,,,,,
11/19/2014,"Cumulative confirmed, probable and suspected cases",7107,285,308,20,139,96,10,34,641,1214,21,3921,326,19,42,31
39 changes: 39 additions & 0 deletions liberia_data/2014-11-20-v189.csv
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Date,Variable,National,Bomi County,Bong County,Gbarpolu County,Grand Bassa,Grand Cape Mount,Grand Gedeh,Grand Kru,Lofa County,Margibi County,Maryland County,Montserrado County,Nimba County,River Gee County,RiverCess County,Sinoe County
11/20/2014,Specimens collected,,,,,,,,,,,,,,,,
11/20/2014,Specimens pending for testing,,,,,,,,,,,,,,,,
11/20/2014,Total specimens tested,61,,,,,,,,,,,,,,,
11/20/2014,Newly reported deaths,30,0,6,0,0,0,0,0,0,0,0,24,0,0,0,0
11/20/2014,Total death/s in confirmed cases,,,,,,,,,,,,,,,,
11/20/2014,Total death/s in probable cases,,,,,,,,,,,,,,,,
11/20/2014,Total death/s in suspected cases,,,,,,,,,,,,,,,,
11/20/2014,"Total death/s in confirmed,
probable, suspected cases",2992,158,88,5,60,54,5,25,376,534,17,1576,50,8,25,11
11/20/2014,"Case Fatality Rate (CFR) -
Confirmed & Probable Cases",,,,,,,,,,,,,,,,
11/20/2014,Newly reported contacts,306,0,14,0,0,18,0,0,0,45,0,211,0,0,0,18
11/20/2014,Total contacts listed,,,,,,,,,,,,,,,,
11/20/2014,Currently under follow-up,6404,318,198,57,59,286,1,0,102,2013,17,3148,32,0,91,82
11/20/2014,Contacts seen,6229,226,198,31,30,286,1,0,100,2013,17,3140,32,0,91,64
11/20/2014,"Contacts who completed 21 day
follow-up",182,0,0,15,1,2,0,0,0,0,0,146,18,0,0,0
11/20/2014,Contacts lost to follow-up,29,0,0,0,29,0,0,0,0,0,0,0,0,0,0,0
11/20/2014,New admissions,11,0,6,,,,,,0,,,5,0,,,
11/20/2014,"Total no. currently in Treatment
Units",94,3,35,,,,,,0,,,55,1,,,
11/20/2014,Total discharges,,,,,,,,,,,,,,,,
11/20/2014,Cumulative admission/isolation,,,,,,,,,,,,,,,,
11/20/2014,Newly Reported Cases in HCW,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
11/20/2014,Cumulative cases among HCW,342,18,29,0,8,7,1,0,22,69,1,172,12,2,0,1
11/20/2014,Newly Reported deaths in HCW,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
11/20/2014,Cumulative deaths among HCW,172,14,16,0,4,3,0,0,16,37,0,80,2,0,0,0
11/20/2014,New Case/s (Suspected),28,2,4,0,0,1,0,0,0,3,0,18,0,0,0,0
11/20/2014,New Case/s (Probable),12,1,3,0,0,1,0,0,0,0,0,7,0,0,0,0
11/20/2014,New case/s (confirmed),,,,,,,,,,,,,,,,
11/20/2014,Total suspected cases,2683,84,173,10,39,38,8,14,167,398,15,1630,80,7,9,11
11/20/2014,Total probable cases,,,,,,,,,,,,,,,,
11/20/2014,Total confirmed cases,,,,,,,,,,,,,,,,
11/20/2014,"Total Number of Confirmed Cases
of Sierra Leonean Nationality",,,,,,,,,,,,,,,,
11/20/2014,"Total Number of Confirmed Cases
of Guinean Nationality",,,,,,,,,,,,,,,,
11/20/2014,"Cumulative confirmed, probable and suspected cases",7161,285,308,20,139,96,10,34,641,1225,21,3961,326,19,44,32
39 changes: 39 additions & 0 deletions liberia_data/2014-11-21-v190.csv
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Date,Variable,National,Bomi County,Bong County,Gbarpolu County,Grand Bassa,Grand Cape Mount,Grand Gedeh,Grand Kru,Lofa County,Margibi County,Maryland County,Montserrado County,Nimba County,River Gee County,RiverCess County,Sinoe County
11/21/2014,Specimens collected,,,,,,,,,,,,,,,,
11/21/2014,Specimens pending for testing,,,,,,,,,,,,,,,,
11/21/2014,Total specimens tested,47,,,,,,,,,,,,,,,
11/21/2014,Newly reported deaths,14,0,3,0,1,1,0,0,1,0,0,8,0,0,0,0
11/21/2014,Total death/s in confirmed cases,,,,,,,,,,,,,,,,
11/21/2014,Total death/s in probable cases,,,,,,,,,,,,,,,,
11/21/2014,Total death/s in suspected cases,,,,,,,,,,,,,,,,
11/21/2014,"Total death/s in confirmed,
probable, suspected cases",3016,158,88,5,60,54,5,25,376,536,17,1598,50,8,25,11
11/21/2014,"Case Fatality Rate (CFR) -
Confirmed & Probable Cases",,,,,,,,,,,,,,,,
11/21/2014,Newly reported contacts,163,0,0,0,32,30,0,0,0,0,10,91,0,0,0,0
11/21/2014,Total contacts listed,,,,,,,,,,,,,,,,
11/21/2014,Currently under follow-up,6277,166,232,57,90,335,1,72,67,1980,27,3138,0,0,30,82
11/21/2014,Contacts seen,5510,160,232,31,63,335,1,0,67,1350,27,3132,0,0,30,82
11/21/2014,"Contacts who completed 21 day
follow-up",176,0,0,2,0,6,0,0,0,0,0,107,0,0,61,0
11/21/2014,Contacts lost to follow-up,16,0,0,0,0,0,0,10,0,0,0,6,0,0,0,0
11/21/2014,New admissions,23,,5,,,,,,0,,,18,0,,,
11/21/2014,"Total no. currently in Treatment
Units",164,6,30,,,,,,0,,,123,5,,,
11/21/2014,Total discharges,,,,,,,,,,,,,,,,
11/21/2014,Cumulative admission/isolation,,,,,,,,,,,,,,,,
11/21/2014,Newly Reported Cases in HCW,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
11/21/2014,Cumulative cases among HCW,342,18,29,0,8,7,1,0,22,69,1,172,12,2,0,1
11/21/2014,Newly Reported deaths in HCW,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
11/21/2014,Cumulative deaths among HCW,172,14,16,0,4,3,0,0,16,37,0,80,2,0,0,0
11/21/2014,New Case/s (Suspected),19,0,5,0,3,0,0,0,1,0,1,9,0,0,0,0
11/21/2014,New Case/s (Probable),18,0,0,0,1,6,0,0,0,0,0,11,0,0,0,0
11/21/2014,New case/s (confirmed),,,,,,,,,,,,,,,,
11/21/2014,Total suspected cases,2686,84,173,10,42,38,8,14,167,398,15,1630,80,7,9,11
11/21/2014,Total probable cases,1753,66,32,3,68,26,0,16,149,483,2,747,136,5,17,3
11/21/2014,Total confirmed cases,2726,135,103,7,33,32,2,4,325,344,4,1584,110,7,18,18
11/21/2014,"Total Number of Confirmed Cases
of Sierra Leonean Nationality",,,,,,,,,,,,,,,,
11/21/2014,"Total Number of Confirmed Cases
of Guinean Nationality",,,,,,,,,,,,,,,,
11/21/2014,"Cumulative confirmed, probable and suspected cases",7165,285,308,20,143,96,10,34,641,1225,21,3961,326,19,44,32
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Date,Variable,National,Bomi County,Bong County,Gbarpolu County,Grand Bassa,Grand Cape Mount,Grand Gedeh,Grand Kru,Lofa County,Margibi County,Maryland County,Montserrado County,Nimba County,River Gee County,RiverCess County,Sinoe County
11/23/2014,Specimens collected,,,,,,,,,,,,,,,,
11/23/2014,Specimens pending for testing,,,,,,,,,,,,,,,,
11/23/2014,Total specimens tested,47,,,,,,,,,,,,,,,
11/23/2014,Newly reported deaths,0,0,0,0,0,0,0,0,0,0,0,3,0,0,0,0
11/23/2014,Total death/s in confirmed cases,,,,,,,,,,,,,,,,
11/23/2014,Total death/s in probable cases,,,,,,,,,,,,,,,,
11/23/2014,Total death/s in suspected cases,,,,,,,,,,,,,,,,
11/23/2014,"Total death/s in confirmed,
probable, suspected cases",3029,158,88,5,60,68,5,25,376,536,17,1597,50,8,25,11
11/23/2014,"Case Fatality Rate (CFR) -
Confirmed & Probable Cases",,,,,,,,,,,,,,,,
11/23/2014,Newly reported contacts,38,0,0,0,0,0,0,0,0,0,0,18,0,0,0,20
11/23/2014,Total contacts listed,,,,,,,,,,,,,,,,
11/23/2014,Currently under follow-up,6271,166,217,57,85,318,1,72,67,2082,27,3047,0,0,30,102
11/23/2014,Contacts seen,5152,162,217,31,63,318,1,60,67,1110,27,3039,0,0,30,27
11/23/2014,"Contacts who completed 21 day
follow-up",67,0,15,0,0,0,0,0,0,0,0,52,0,0,0,0
11/23/2014,Contacts lost to follow-up,53,4,0,26,5,0,0,0,10,0,0,0,8,0,0,0
11/23/2014,New admissions,7,0,0,,,,,,0,,,6,1,,,
11/23/2014,"Total no. currently in Treatment
Units",147,4,28,,,,,,0,,,108,7,,,
11/23/2014,Total discharges,,,,,,,,,,,,,,,,
11/23/2014,Cumulative admission/isolation,,,,,,,,,,,,,,,,
11/23/2014,Newly Reported Cases in HCW,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
11/23/2014,Cumulative cases among HCW,343,18,29,0,8,8,1,0,22,69,1,172,12,2,0,1
11/23/2014,Newly Reported deaths in HCW,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
11/23/2014,Cumulative deaths among HCW,173,14,16,0,4,4,0,0,16,37,0,80,2,0,0,0
11/23/2014,New Case/s (Suspected),7,0,0,0,0,1,0,0,0,0,0,4,1,0,0,1
11/23/2014,New Case/s (Probable),0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
11/23/2014,New case/s (confirmed),,,,,,,,,,,,,,,,
11/23/2014,Total suspected cases,2688,84,172,10,39,46,8,14,167,398,15,1629,80,6,9,11
11/23/2014,Total probable cases,1770,66,32,3,67,48,0,16,149,483,2,743,136,5,17,3
11/23/2014,Total confirmed cases,2738,135,103,7,33,38,2,4,325,344,4,1590,110,7,18,18
11/23/2014,"Total Number of Confirmed Cases
of Sierra Leonean Nationality",,,,,,,,,,,,,,,,
11/23/2014,"Total Number of Confirmed Cases
of Guinean Nationality",,,,,,,,,,,,,,,,
11/23/2014,"Cumulative confirmed, probable and suspected cases",7196,285,307,20,139,132,10,34,641,1225,21,3962,326,18,44,32
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