diff --git a/README.rst b/README.rst
index e7630a7..eb0c892 100644
--- a/README.rst
+++ b/README.rst
@@ -109,7 +109,7 @@ Biology
         
 * |OK_ICON| `Sequence Read Archive(SRA) - The Sequence Read Archive (SRA) stores raw [...] <http://www.ncbi.nlm.nih.gov/Traces/sra/>`_
         
-* |OK_ICON| `Stanford Microarray Data <http://smd.stanford.edu/>`_
+* |FIXME_ICON| `Stanford Microarray Data <http://smd.stanford.edu/>`_ [`fixme <https://github.com/awesomedata/apd-core/tree/master/core//Biology/Stanford-Microarray-Data.yml>`_]
         
 * |OK_ICON| `Stowers Institute Original Data Repository <http://www.stowers.org/research/publications/odr>`_
         
@@ -230,7 +230,7 @@ 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/>`_
         
@@ -282,7 +282,7 @@ EarthScience
         
 * |OK_ICON| `38-Cloud (Cloud Detection) - Contains 38 Landsat 8 scene images and their [...] <https://github.com/SorourMo/38-Cloud-A-Cloud-Segmentation-Dataset>`_
         
-* |FIXME_ICON| `AQUASTAT - Global water resources and uses <http://www.fao.org/nr/water/aquastat/data/query/index.html?lang=en>`_ [`fixme <https://github.com/awesomedata/apd-core/tree/master/core//EarthScience/AQUASTAT.yml>`_]
+* |OK_ICON| `AQUASTAT - Global water resources and uses <http://www.fao.org/nr/water/aquastat/data/query/index.html?lang=en>`_
         
 * |OK_ICON| `BODC - marine data of ~22K vars <https://www.bodc.ac.uk/data/>`_
         
@@ -506,7 +506,7 @@ Government
         
 * |OK_ICON| `Cambridge, MA, US <https://data.cambridgema.gov/>`_
         
-* |FIXME_ICON| `Canada <http://open.canada.ca/>`_ [`fixme <https://github.com/awesomedata/apd-core/tree/master/core//Government/Canada.yml>`_]
+* |OK_ICON| `Canada <http://open.canada.ca/>`_
         
 * |OK_ICON| `Chicago <https://data.cityofchicago.org/>`_
         
@@ -816,7 +816,7 @@ ImageProcessing
         
 * |FIXME_ICON| `Several Shape-from-Silhouette Datasets <http://kaiwolf.no-ip.org/3d-model-repository.html>`_ [`fixme <https://github.com/awesomedata/apd-core/tree/master/core//ImageProcessing/Several-Shape-from-Silhouette-Datasets.yml>`_]
         
-* |OK_ICON| `Stanford Dogs Dataset <http://vision.stanford.edu/aditya86/ImageNetDogs/>`_
+* |FIXME_ICON| `Stanford Dogs Dataset <http://vision.stanford.edu/aditya86/ImageNetDogs/>`_ [`fixme <https://github.com/awesomedata/apd-core/tree/master/core//ImageProcessing/Stanford-Dogs-Dataset.yml>`_]
         
 * |OK_ICON| `The Action Similarity Labeling (ASLAN) Challenge <http://www.openu.ac.il/home/hassner/data/ASLAN/ASLAN.html>`_
         
@@ -951,7 +951,7 @@ NaturalLanguage
         
 * |OK_ICON| `Personae Corpus <http://www.clips.uantwerpen.be/datasets/personae-corpus>`_
         
-* |OK_ICON| `SMS Spam Collection in English <http://www.dt.fee.unicamp.br/~tiago/smsspamcollection/>`_
+* |FIXME_ICON| `SMS Spam Collection in English <http://www.dt.fee.unicamp.br/~tiago/smsspamcollection/>`_ [`fixme <https://github.com/awesomedata/apd-core/tree/master/core//NaturalLanguage/SMS-Spam-Collection-in-English.yml>`_]
         
 * |OK_ICON| `SaudiNewsNet Collection of Saudi Newspaper Articles (Arabic, 30K articles) <https://github.com/ParallelMazen/SaudiNewsNet>`_
         
@@ -1160,7 +1160,7 @@ PublicDomains
         
 * |OK_ICON| `StatSci.org <http://www.statsci.org/datasets.html>`_
         
-* |OK_ICON| `Stats4Stem R data sets (archived) <https://web.archive.org/web/20151024082129/http://www.stats4stem.org:80/data-sets.html>`_
+* |FIXME_ICON| `Stats4Stem R data sets (archived) <https://web.archive.org/web/20151024082129/http://www.stats4stem.org:80/data-sets.html>`_ [`fixme <https://github.com/awesomedata/apd-core/tree/master/core//PublicDomains/Stats4Stem-R-data-sets.yml>`_]
         
 * |OK_ICON| `The Washington Post List <http://www.washingtonpost.com/wp-srv/metro/data/datapost.html>`_
         
@@ -1404,6 +1404,8 @@ TimeSeries
         
 * |FIXME_ICON| `Time Series Data Library (TSDL) from MU <https://datamarket.com/data/list/?q=provider:tsdl>`_ [`fixme <https://github.com/awesomedata/apd-core/tree/master/core//TimeSeries/Time-Series-Data-Library-TSDL-from-MU.yml>`_]
         
+* |OK_ICON| `Turing Change Point Dataset - Contains 42 annotated time series collected [...] <https://github.com/alan-turing-institute/TCPD>`_
+        
 * |OK_ICON| `UC Riverside Time Series Dataset <http://www.cs.ucr.edu/~eamonn/time_series_data/>`_
     
 Transportation