diff --git a/README.rst b/README.rst
index 46962b5..a8ae33f 100644
--- a/README.rst
+++ b/README.rst
@@ -131,7 +131,7 @@ Biology
         
 * |OK_ICON| `UCSC Public Data <http://hgdownload.soe.ucsc.edu/downloads.html>`_
         
-* |FIXME_ICON| `UniGene <https://ftp.ncbi.nlm.nih.gov/repository/UniGene/>`_ [`fixme <https://github.com/awesomedata/apd-core/tree/master/core//Biology/UniGene.yml>`_]
+* |OK_ICON| `UniGene <https://ftp.ncbi.nlm.nih.gov/repository/UniGene/>`_
         
 * |OK_ICON| `Universal Protein Resource (UnitProt) - The Universal Protein Resource [...] <http://www.uniprot.org/downloads>`_
         
@@ -211,7 +211,7 @@ ComplexNetworks
         
 * |FIXME_ICON| `Stanford Longitudinal Network Data Sources <http://stanford.edu/group/sonia/dataSources/index.html>`_ [`fixme <https://github.com/awesomedata/apd-core/tree/master/core//ComplexNetworks/Stanford-Longitudinal-Network-Data-Sources.yml>`_]
         
-* |FIXME_ICON| `The Koblenz Network Collection <http://konect.uni-koblenz.de/>`_ [`fixme <https://github.com/awesomedata/apd-core/tree/master/core//ComplexNetworks/The-Koblenz-Network-Collection.yml>`_]
+* |OK_ICON| `The Koblenz Network Collection <http://konect.uni-koblenz.de/>`_
         
 * |OK_ICON| `The Laboratory for Web Algorithmics (UNIMI) <http://law.di.unimi.it/datasets.php>`_
         
@@ -242,7 +242,7 @@ ComputerNetworks
         
 * |OK_ICON| `Criteo click-through data <http://labs.criteo.com/2015/03/criteo-releases-its-new-dataset/>`_
         
-* |OK_ICON| `Internet-Wide Scan Data Repository <https://scans.io/>`_
+* |FIXME_ICON| `Internet-Wide Scan Data Repository <https://scans.io/>`_ [`fixme <https://github.com/awesomedata/apd-core/tree/master/core//ComputerNetworks/Internet-Wide-Scan-Data-Repository.yml>`_]
         
 * |OK_ICON| `MIRAGE-2019 - MIRAGE-2019 is a human-generated dataset for mobile traffic [...] <http://traffic.comics.unina.it/mirage/>`_
         
@@ -302,6 +302,8 @@ EarthScience
         
 * |OK_ICON| `Earth Models <http://www.earthmodels.org/>`_
         
+* |OK_ICON| `Global Wind Atlas - The Global Wind Atlas is a free, web-based [...] <https://globalwindatlas.info/>`_
+        
 * |OK_ICON| `Integrated Marine Observing System (IMOS) - roughly 30TB of ocean measurements <https://imos.aodn.org.au>`_
         
 * |OK_ICON| `Marinexplore - Open Oceanographic Data <http://marinexplore.org/>`_
@@ -333,7 +335,7 @@ Economics
         
 * |OK_ICON| `International Trade Statistics <http://www.econostatistics.co.za/>`_
         
-* |OK_ICON| `Internet Product Code Database <http://www.upcdatabase.com/>`_
+* |FIXME_ICON| `Internet Product Code Database <http://www.upcdatabase.com/>`_ [`fixme <https://github.com/awesomedata/apd-core/tree/master/core//Economics/Internet-Product-Code-Database.yml>`_]
         
 * |OK_ICON| `Joint External Debt Data Hub <http://www.jedh.org/>`_
         
@@ -540,6 +542,8 @@ Government
         
 * |OK_ICON| `DataBC - data from the Province of British Columbia <http://www.data.gov.bc.ca/>`_
         
+* |OK_ICON| `Debt to the Penny - The Debt to the Penny dataset provides information [...] <https://fiscaldata.treasury.gov/datasets/debt-to-the-penny/debt-to-the-penny>`_
+        
 * |OK_ICON| `Denver Open Data <http://data.denvergov.org//>`_
         
 * |OK_ICON| `Durham, NC Open Data <https://live-durhamnc.opendata.arcgis.com/>`_
@@ -594,6 +598,8 @@ Government
         
 * |OK_ICON| `Italy - Il Portale dati.gov.it è il catalogo nazionale dei metadati [...] <https://www.dati.gov.it/>`_
         
+* |OK_ICON| `Jail deaths in America - The U.S. government does not release jail by [...] <https://www.reuters.com/investigates/special-report/usa-jails-graphic/>`_
+        
 * |OK_ICON| `Japan <http://www.e-stat.go.jp/SG1/estat/eStatTopPortalE.do>`_
         
 * |OK_ICON| `Laval, QC, Canada <http://www.laval.ca/Pages/Fr/Citoyens/donnees.aspx>`_
@@ -602,7 +608,7 @@ Government
         
 * |OK_ICON| `London Datastore, UK <http://data.london.gov.uk/dataset>`_
         
-* |OK_ICON| `London, ON, Canada <http://www.london.ca/city-hall/open-data/Pages/default.aspx>`_
+* |FIXME_ICON| `London, ON, Canada <http://www.london.ca/city-hall/open-data/Pages/default.aspx>`_ [`fixme <https://github.com/awesomedata/apd-core/tree/master/core//Government/London-ON-Canada.yml>`_]
         
 * |OK_ICON| `Los Angeles Open Data <https://data.lacity.org/>`_
         
@@ -636,7 +642,7 @@ Government
         
 * |OK_ICON| `OECD <https://data.oecd.org/>`_
         
-* |OK_ICON| `Oakland, California, US <https://data.oaklandnet.com/>`_
+* |FIXME_ICON| `Oakland, California, US <https://data.oaklandnet.com/>`_ [`fixme <https://github.com/awesomedata/apd-core/tree/master/core//Government/Oakland-California-US.yml>`_]
         
 * |OK_ICON| `Oklahoma <https://data.ok.gov/>`_
         
@@ -668,7 +674,7 @@ Government
         
 * |OK_ICON| `Rio de Janeiro, Brazil <http://www.data.rio/>`_
         
-* |FIXME_ICON| `Romania <http://data.gov.ro/>`_ [`fixme <https://github.com/awesomedata/apd-core/tree/master/core//Government/Romania.yml>`_]
+* |OK_ICON| `Romania <http://data.gov.ro/>`_
         
 * |OK_ICON| `Russia <http://data.gov.ru>`_
         
@@ -708,7 +714,7 @@ Government
         
 * |FIXME_ICON| `Toronto, ON, Canada <https://portal0.cf.opendata.inter.sandbox-toronto.ca/>`_ [`fixme <https://github.com/awesomedata/apd-core/tree/master/core//Government/Toronto-ON-Canada.yml>`_]
         
-* |FIXME_ICON| `Tunisia <http://www.data.gov.tn/>`_ [`fixme <https://github.com/awesomedata/apd-core/tree/master/core//Government/Tunisia.yml>`_]
+* |OK_ICON| `Tunisia <http://www.data.gov.tn/>`_
         
 * |OK_ICON| `U.K. Government Data <https://data.gov.uk>`_
         
@@ -777,7 +783,7 @@ Healthcare
         
 * |OK_ICON| `Gapminder World demographic databases <http://www.gapminder.org/data/>`_
         
-* |FIXME_ICON| `MeSH, the vocabulary thesaurus used for indexing articles for PubMed <https://www.nlm.nih.gov/mesh/filelist.html>`_ [`fixme <https://github.com/awesomedata/apd-core/tree/master/core//Healthcare/MeSH-the-vocabulary-thesaurus-used-for-indexing-articles-for-PubMed.yml>`_]
+* |OK_ICON| `MeSH, the vocabulary thesaurus used for indexing articles for PubMed <https://www.nlm.nih.gov/mesh/filelist.html>`_
         
 * |OK_ICON| `Medicare Coverage Database (MCD), U.S. <https://www.cms.gov/medicare-coverage-database/>`_
         
@@ -801,7 +807,7 @@ Healthcare
         
 * |OK_ICON| `Yahoo Knowledge Graph COVID-19 Datasets - The Yahoo Knowledge Graph team [...] <https://github.com/yahoo/covid-19-data>`_
         
-* |OK_ICON| `Informatics for Integrating Biology & the Bedside <https://www.i2b2.org/NLP/DataSets/Main.php>`_
+* |FIXME_ICON| `Informatics for Integrating Biology & the Bedside <https://www.i2b2.org/NLP/DataSets/Main.php>`_ [`fixme <https://github.com/awesomedata/apd-core/tree/master/core//Healthcare/i2b2.yml>`_]
     
 ImageProcessing
 ---------------
@@ -816,7 +822,7 @@ ImageProcessing
         
 * |OK_ICON| `Animals with attributes <http://attributes.kyb.tuebingen.mpg.de/>`_
         
-* |FIXME_ICON| `CADDY Underwater Stereo-Vision Dataset of divers' hand gestures - [...] <http://caddy-underwater-datasets.ge.issia.cnr.it/>`_ [`fixme <https://github.com/awesomedata/apd-core/tree/master/core//ImageProcessing/CADDY-Underwater-Stereo-Vision-Dataset-of-hand-gestures.yml>`_]
+* |OK_ICON| `CADDY Underwater Stereo-Vision Dataset of divers' hand gestures - [...] <http://caddy-underwater-datasets.ge.issia.cnr.it/>`_
         
 * |OK_ICON| `Cytology Dataset – CCAgT: Images of Cervical Cells with AgNOR Stain [...] <https://arquivos.ufsc.br/d/373be2177a33426a9e6c/>`_
         
@@ -852,6 +858,8 @@ ImageProcessing
         
 * |FIXME_ICON| `Massive Visual Memory Stimuli, MIT <http://cvcl.mit.edu/MM/stimuli.html>`_ [`fixme <https://github.com/awesomedata/apd-core/tree/master/core//ImageProcessing/Massive-Visual-Memory-Stimuli-MIT.yml>`_]
         
+* |OK_ICON| `Newspaper Navigator - This dataset consists of extracted visual content [...] <https://news-navigator.labs.loc.gov/>`_
+        
 * |OK_ICON| `Open Images From Google - Pictures with segmentation masks for 2.8 [...] <https://storage.googleapis.com/openimages/web/download.html>`_
         
 * |OK_ICON| `RuFa - Contains images of text written in one of two Arabic fonts (Ruqaa [...] <https://github.com/mhmoodlan/arabic-font-classification/releases/tag/v0.1.0>`_
@@ -985,7 +993,7 @@ NaturalLanguage
         
 * |OK_ICON| `Machine Comprehension Test (MCTest) of text from Microsoft Research <http://mattr1.github.io/mctest/>`_
         
-* |FIXME_ICON| `Machine Translation of European languages <http://statmt.org/wmt11/translation-task.html#download>`_ [`fixme <https://github.com/awesomedata/apd-core/tree/master/core//NaturalLanguage/Machine-Translation-of-European-languages.yml>`_]
+* |OK_ICON| `Machine Translation of European languages <http://statmt.org/wmt11/translation-task.html#download>`_
         
 * |FIXME_ICON| `Making Sense of Microposts 2013 - Concept Extraction <http://oak.dcs.shef.ac.uk/msm2013/challenge.html>`_ [`fixme <https://github.com/awesomedata/apd-core/tree/master/core//NaturalLanguage/Making-Sense-of-Microposts-2013.yml>`_]
         
@@ -1052,7 +1060,7 @@ Neuroscience
         
 * |OK_ICON| `OpenNEURO <https://openneuro.org/public/datasets>`_
         
-* |FIXME_ICON| `OpenfMRI <https://openfmri.org/>`_ [`fixme <https://github.com/awesomedata/apd-core/tree/master/core//Neuroscience/OpenfMRI.yml>`_]
+* |OK_ICON| `OpenfMRI <https://openfmri.org/>`_
         
 * |OK_ICON| `Study Forrest <http://studyforrest.org>`_
     
@@ -1178,7 +1186,7 @@ PublicDomains
         
 * |OK_ICON| `CMU StatLab collections <http://lib.stat.cmu.edu/datasets/>`_
         
-* |FIXME_ICON| `Data.World <https://data.world>`_ [`fixme <https://github.com/awesomedata/apd-core/tree/master/core//PublicDomains/Data.World.yml>`_]
+* |OK_ICON| `Data.World <https://data.world>`_
         
 * |FIXME_ICON| `Data360 <http://www.data360.org/index.aspx>`_ [`fixme <https://github.com/awesomedata/apd-core/tree/master/core//PublicDomains/Data360.yml>`_]
         
@@ -1202,9 +1210,9 @@ PublicDomains
         
 * |OK_ICON| `Open Library Data Dumps <https://openlibrary.org/developers/dumps>`_
         
-* |FIXME_ICON| `Reddit Datasets <https://www.reddit.com/r/datasets>`_ [`fixme <https://github.com/awesomedata/apd-core/tree/master/core//PublicDomains/Reddit-Datasets.yml>`_]
+* |OK_ICON| `Reddit Datasets <https://www.reddit.com/r/datasets>`_
         
-* |OK_ICON| `RevolutionAnalytics Collection <http://packages.revolutionanalytics.com/datasets/>`_
+* |FIXME_ICON| `RevolutionAnalytics Collection <http://packages.revolutionanalytics.com/datasets/>`_ [`fixme <https://github.com/awesomedata/apd-core/tree/master/core//PublicDomains/RevolutionAnalytics-Collection.yml>`_]
         
 * |OK_ICON| `Sample R data sets <http://stat.ethz.ch/R-manual/R-patched/library/datasets/html/00Index.html>`_
         
@@ -1268,6 +1276,8 @@ SocialNetworks
         
 * |OK_ICON| `Facebook Data Scrape (2005) <https://archive.org/details/oxford-2005-facebook-matrix>`_
         
+* |OK_ICON| `Facebook Social Connectedness Index - We use an anonymized snapshot of [...] <https://data.humdata.org/dataset/social-connectedness-index>`_
+        
 * |OK_ICON| `Facebook Social Networks from LAW (since 2007) <http://law.di.unimi.it/datasets.php>`_
         
 * |OK_ICON| `Foursquare from UMN/Sarwat (2013) <https://archive.org/details/201309_foursquare_dataset_umn>`_
@@ -1345,7 +1355,7 @@ SocialSciences
         
 * |OK_ICON| `Humanitarian Data Exchange <https://data.humdata.org/>`_
         
-* |OK_ICON| `INFORM Index for Risk Management <http://www.inform-index.org/Results/Global>`_
+* |FIXME_ICON| `INFORM Index for Risk Management <http://www.inform-index.org/Results/Global>`_ [`fixme <https://github.com/awesomedata/apd-core/tree/master/core//SocialSciences/INFORM-Index-for-Risk-Management.yml>`_]
         
 * |OK_ICON| `Institute for Demographic Studies <http://www.ined.fr/en/>`_
         
@@ -1433,6 +1443,8 @@ Sports
         
 * |OK_ICON| `Cricsheet Matches (cricket) <http://cricsheet.org/>`_
         
+* |OK_ICON| `Equity in Athletics - The Equity in Athletics Data Analysis Cutting Tool [...] <https://ope.ed.gov/athletics>`_
+        
 * |OK_ICON| `Ergast Formula 1, from 1950 up to date (API) <http://ergast.com/mrd/db>`_
         
 * |OK_ICON| `Football/Soccer resources (data and APIs) <http://www.jokecamp.com/blog/guide-to-football-and-soccer-data-and-apis/>`_
@@ -1473,7 +1485,7 @@ Transportation
         
 * |OK_ICON| `Airlines OD Data 1987-2008 <http://stat-computing.org/dataexpo/2009/the-data.html>`_
         
-* |OK_ICON| `Ford GoBike Data (formerly Bay Area Bike Share Data) <https://www.fordgobike.com/system-data>`_
+* |FIXME_ICON| `Ford GoBike Data (formerly Bay Area Bike Share Data) <https://www.fordgobike.com/system-data>`_ [`fixme <https://github.com/awesomedata/apd-core/tree/master/core//Transportation/Bay-Area-Bike-Share-Data.yml>`_]
         
 * |OK_ICON| `Bike Share Systems (BSS) collection <https://github.com/BetaNYC/Bike-Share-Data-Best-Practices/wiki/Bike-Share-Data-Systems>`_
         
@@ -1511,7 +1523,7 @@ Transportation
         
 * |OK_ICON| `Transport for London (TFL) <https://tfl.gov.uk/info-for/open-data-users/our-open-data>`_
         
-* |OK_ICON| `Travel Tracker Survey (TTS) for Chicago <http://www.cmap.illinois.gov/data/transportation/travel-tracker-survey>`_
+* |FIXME_ICON| `Travel Tracker Survey (TTS) for Chicago <http://www.cmap.illinois.gov/data/transportation/travel-tracker-survey>`_ [`fixme <https://github.com/awesomedata/apd-core/tree/master/core//Transportation/Travel-Tracker-Survey-TTS-for-Chicago.yml>`_]
         
 * |OK_ICON| `U.S. Bureau of Transportation Statistics (BTS) <https://www.bts.gov/browse-statistical-products-and-data>`_