• Time Period of the Dataset [?]: April 08, 2019-April 08, 2019 ... More
    Modified [?]: 13 April 2019
    Dataset Added on HDX [?]: 11 April 2019
    This dataset contains the shapefile of health facility damages due to Tropical Cyclone Idai as at 8 April 2019
    300+ Downloads
    This dataset updates: Never
  • Time Period of the Dataset [?]: October 10, 2018-October 20, 2018 ... More
    Modified [?]: 9 April 2019
    Dataset Added on HDX [?]: 9 April 2019
    About the dataset: Hurricane Michael was the third-most intense Atlantic hurricane to make landfall in the United States in terms of pressure. This dataset was collected from Twitter during Hurricane Michael. The dataset was processed and analyzed using the AIDR (http://aidr.qcri.org) platform. Dataset Description: This is a Twitter dataset collected during Hurricane Michael 2018. The data was collected, processed, and analyzed by the AIDR (http://aidr.qcri.org) platform using state-of-the-art machine learning techniques. The data includes the number of injured and dead people, infrastructure damage reports, missing or found people, urgent needs and donation offers for each hour. Due to Twitter TOS, we do not share full tweets content on HDX. Please contact us via HDX or on aidr.qcri@gmail.com to get tweet ids of the dataset along with a tool which can be used to rehydrate tweets from tweet ids.
    80+ Downloads
    This dataset updates: As needed
  • Time Period of the Dataset [?]: September 20, 2017-October 03, 2017 ... More
    Modified [?]: 4 November 2018
    Dataset Added on HDX [?]: 4 November 2018
    This resource is comprised of Twitter data collected and processed by the AIDR system during the 2017 hurricane Maria. The data contains information about number of people affected, injured, dead, reports of damages, missing people and so on. Please contact us if you need full dataset with tweets content.
    100+ Downloads
    This dataset updates: Never
  • Time Period of the Dataset [?]: July 11, 2012-July 11, 2012 ... More
    Modified [?]: 16 August 2018
    Dataset Added on HDX [?]: 1 September 2015
    Floods damages assessment in Mauritania This table displays floods impacts in Mauritania in 2010.
    COD 50+ Downloads
    This dataset updates: Every year
  • Time Period of the Dataset [?]: August 09, 2012-August 09, 2012 ... More
    Modified [?]: 16 August 2018
    Dataset Added on HDX [?]: 1 September 2015
    Floods damages assessment in Senegal in 2009. The Excel file represents floods damages in Senegal in 2009.
    60+ Downloads
    This dataset updates: Every year
  • Time Period of the Dataset [?]: December 26, 2016-December 26, 2016 ... More
    Modified [?]: 9 August 2018
    Dataset Added on HDX [?]: 26 December 2016
    This dataset contains: windspeeds of Typhoon Nina rainfall of Typhoon Nina Priority Index of Typhoon Nina The predicted priority index of Typhoon Nina is produced by a machine learning algorithm that was trained on five past typhoons: Haiyan, Melor, Hagupit and Rammasun and Haima, It uses base line data for the whole country, combined with impact data of windspeeds and rains, and trained on counts by the Philippine government on houses damaged and completely destroyed. The output is a weighted index between partially damaged and completely damaged, where partially damaged is counted as 25% of the completely damaged. This has proven to give he highest accuracy. The absolute number of houses damaged / people affected is insufficiently validated at the moment, and should just be used for further trainng and ground-truthing. Scoring The model has an best r2 score of 0.794933727 and an accuracy of 0.699470899 Data sources: Administrative boundaries (P_Codes) - Philippines Government; Published by GADM and UN OCHA (HDX) Census 2015 (population) - Philippine Statistics Authority; received from UN OCHA (HDX) Avg. wind speed (mph) - University College London Typhoon path - University College London Houses damaged - NDRRMC Rainfall - GPM Poverty - Pantawid pamilyang pilipino program (aggregated) Roof and wall materials New geographical features All the columns with feat_ indicates the importance of that feature, if not present that feature was not used. learn_matrix name of the learning matrix with the 5 typhoons run_name unique run name (pickle files and csv files have this name for this model) typhoon_to_predict name of a new typhoon to predict val_accuracy accuracy based on 10 categories of damage 0% 10% 20% … val_perc_down perc of underpredicted categories val_perc_up perc of overpredicted categories Val_best_score best r2 score Val_stdev_best_score error on best score based on the CV Val_score_test r2 score on the test set (this should be around +- 5% of the previus number to not overfit Val_mean_error_num_houses average error on the number of houses val_median_error_num_houses median val_std_error_num_houses std deviation of the errors (lower is better) Algorithm developed by 510.global the data innovation initiative of the Netherlands Red Cross.
    300+ Downloads
    This dataset updates: Never
  • Time Period of the Dataset [?]: September 30, 2017-September 30, 2017 ... More
    Modified [?]: 25 July 2018
    Dataset Added on HDX [?]: 24 July 2018
    This dataset contains the location of affected schools by village, district, and governorate level. Includes number of students by gender, state of damage, school affected status, cause of damage, damage description, among other variables.
    1900+ Downloads
    This dataset updates: Every year
  • Time Period of the Dataset [?]: May 29, 2018-May 29, 2018 ... More
    Modified [?]: 29 May 2018
    Dataset Added on HDX [?]: 29 May 2018
    Health Facility Building Damage Status - data source from DFAT, CARDNO, WHO, NDOH and ICRC
    60+ Downloads
    This dataset updates: Never
  • Time Period of the Dataset [?]: May 10, 2018-May 10, 2018 ... More
    Modified [?]: 13 May 2018
    Dataset Added on HDX [?]: 11 May 2018
    Datasets and map of dam break near solai in Kenya on May 9th 2018.
    100+ Downloads
    This dataset updates: Every year
  • Time Period of the Dataset [?]: October 24, 2016-October 24, 2016 ... More
    Modified [?]: 15 November 2016
    Dataset Added on HDX [?]: 24 October 2016
    NDRRMC report of October 28th 2016
    200+ Downloads
    This dataset updates: Never
  • Time Period of the Dataset [?]: October 01, 2015-October 01, 2015 ... More
    Modified [?]: 4 October 2016
    Dataset Added on HDX [?]: 4 October 2016
    Disaster loss and damage dataset for Senegal
    700+ Downloads
    This dataset updates: Every year
    This dataset is part of the data series [?]: UNDRR - Disaster loss and damage datasets
  • Time Period of the Dataset [?]: October 01, 2015-October 01, 2015 ... More
    Modified [?]: 3 October 2016
    Dataset Added on HDX [?]: 3 October 2016
    Disaster loss and damage dataset for Kenya
    700+ Downloads
    This dataset updates: Every year
    This dataset is part of the data series [?]: UNDRR - Disaster loss and damage datasets
  • Time Period of the Dataset [?]: November 11, 2014-November 11, 2014 ... More
    Modified [?]: 24 November 2015
    Dataset Added on HDX [?]: 14 November 2014
    Total cost of damage done by natural disasters
    400+ Downloads
    This dataset updates: Every year