103、数据和统计

1、AGOA Data Center
http://agoa.info
2、AidData
http://aiddata.org
3、ADB Statistics and Databases
http://www.adb.org/data/statistics
4、Archeology Data Service
http://archaeologydataservice.ac.uk
5、AWS Public Datasets
http://aws.amazon.com/datasets
6、Bank for International Settlements Statistics
http://www.bis.org/statistics/index.htm
7、Beyond Citation
http://www.beyondcitation.org
8、BP Statistical Review of World Energy
http://www.bp.com/en/global/corporate/energy-economics/statistical-review-of-worldenergy.html
9、Berkely Library: Data Lab
http://www.lib.berkeley.edu/libraries/data-lab
10、Bizstats
http://www.bizstats.com
11、CIA World Factbook https://www.cia.gov/library/publications/theworld-factbook
12、Center for International Earth Science Information Network
http://www.ciesin.org
13、Center for Global Development
https://www.cgdev.org/commitmentdevelopment-index-2017
14、CEPII
http://www.cepii.fr/CEPII/en/welcome.asp
15、Data 360
http://www.data360.org
16、Data BASIC
https://databasic.io
17、Data Catalog
https://catalog.data.gov/dataset
18、Data Europa
https://data.europa.eu
19、Data.gov.uk
https://data.gov.uk
20、Datawrapper
https://www.datawrapper.de
21、DBPedia
http://wiki.dbpedia.org
22、DRYAD
https://datadryad.org
23、EMBL-EBI
https://www.ebi.ac.uk
24、European Commission Eurobarometer
http://ec.europa.eu/COMMFrontOffice/Public
25、Opinion European Union Open Data Portal
http://open-data.europa.eu/en/data
26、Eurostat
http://ec.europa.eu/eurostat
27、FAIRsharing.org
https://fairsharing.org
28、FAOSTAT
http://faostat3.fao.org
29、FRED
https://fred.stlouisfed.org
30、Gapminder World
http://www.gapminder.org/data
31、globalEDGE Database of International Business Statistics
http://globaledge.msu.edu/tools-anddata/dibs
32、Google Finance
https://www.google.com/finance
33、Google Fusion Tables
https://support.google.com/fusiontables/ans wer/2571232
34、Google Public Data Explorer
http://www.google.com/publicdata/directory
35、GOVDATA
https://www.govdata.de
36、Government of Canada Open Data
http://open.canada.ca/en
37、IHS Piers
https://www.ihs.com/products/piers.html
38、Human Development Reports
http://hdr.undp.org/en/global-reports
39、IDEA Databases
https://www.idea.int/data-tools
40、International Labour Comparisons
http://www.bls.gov/fls/chartbook.htm
41、International Trade Center
http://www.intracen.org/ByCountry.aspx
42、ILOSTAT
https://www.ilo.org/ilostat ILO
43、World Employment and Social Outlook Trends
http://www.ilo.org/global/research/globalreports/weso/sustainable-enterprises-andjobs-2017/lang—en/index.htm
44、IMF Data
http://www.imf.org/en/Data
45、IMF World Economic Outlook Databases
http://www.imf.org/external/ns/cs.aspx?id=28
46、Index Mundi
http://www.indexmundi.com
47、International Energy Agency Energy Atlas
http://energyatlas.iea.org
48、International Energy Agency Statistics
http://www.iea.org/statistics
49、Junar
http://junar.com
50、Knoema
https://knoema.com
51、LandMatrix
http://landmatrix.org
52、Latinobarometro
http://www.latinobarometro.org
53、Library, University of Michigan: Statistics and Datasets
http://www.lib.umich.edu/browse/Statistics%2 0and%20Data%20Sets
54、Maptia
https://maptia.com
55、Nation Master
http://www.nationmaster.com/statistics
56、OECD Aid Database
http://www.oecd.org/dac/stats/data.htm
57、OECD Data
https://data.oecd.org
58、OECD Factbook
http://www.oecdilibrary.org/economics/oecdfactbook_18147364
59、OECD Statistics Directorate
http://www.oecd.org/std
60、OFFSTATS
http://www.offstats.auckland.ac.nz
61、Open Data Network
http://www.opendatanetwork.com
62、Open Data Portal
http://www.opendataportal.at
63、Open Data Portal Munich
https://www.opengov-muenchen.de
64、Open Data Showroom
http://opendata-showroom.org
65、Open Government Data
http://opengovernmentdata.org/data
66、Paul Hensel’s General Informational Data
http://www.paulhensel.org/dataintl.html
67、Pew Research Center
http://www.pewinternet.org/datasets
68、Population Reference Bureau Data Finder
http://www.prb.org/DataFinder.aspx
69、PRS Risk Indicators
http://www.prsgroup.com
70、Public Open Data Soft
https://public.opendatasoft.com/explore/?sor t=modified
71、Quandl
https://www.quandl.com
72、Re3data.org
https://www.re3data.org
73、Research Pipeline
http://www.researchpipeline.com
74、SESRIC Basic Social and Economic Indicators
http://www.sesric.org/baseind.php
75、SESRIC Databases
http://www.sesric.org/databases-index.php
76、Statista
http://www.statista.com
77、Statpedia
https://statpedia.com
78、The Atlas of Economic Complexity
http://atlas.cid.harvard.edu
79、The Data and Story Library
http://lib.stat.cmu.edu/DASL
80、Trading Economics
http://www.tradingeconomics.com
81、Transparency.org Corruption Perception Index
https://www.transparency.org/news/feature/c orruption_perceptions_index_2016
82、UK Data Service
https://www.ukdataservice.ac.uk
83、UN COMTRADE Database
http://comtrade.un.org
84、UNCTAD Country Fact Sheets
http://unctad.org/en/Pages/DIAE/World%20I nvestment%20Report/Country-FactSheets.aspx
85、UNCTAD Investment Country Profiles
http://unctad.org/en/Pages/Publications/Inves tment-country-profiles.aspx
86、UNCTAD STAT
http://unctadstat.unctad.org
87、UN Data
http://data.un.org
88、UNDP’s Human Development Index
http://hdr.undp.org/en/data
89、UNECE
http://w3.unece.org/PXWeb/en
90、UNESCO Institute for Statistics
http://www.uis.unesco.org
91、UNIDO Statistical Databases
http://www.unido.org/resources/statistics/stat istical-databases.html
92、UNStats Social Indicators
http://unstats.un.org/unsd/demographic/prod ucts/socind
93、US Census Bureau
https://www.census.gov
94、Visual Investigative Scenarios
https://vis.occrp.org
95、Vizala
https://vizala.com
96、Upsala Conflict Data Program
http://www.pcr.uu.se/research/UCDP
97、US Data and Statistics
https://www.usa.gov/statistics
98、WHO Data
http://www.who.int/gho/en
99、Wikidata
https://www.wikidata.org
100、World Bank Data Catalog
https://datacatalog.worldbank.org
101、World Bank Global Consumption Database
http://datatopics.worldbank.org/consumption /home
102、World Bank Open Data
http://data.worldbank.org
103、World Bank Doing Business
http://www.doingbusiness.org
104、World Bank Enterprise Surveys
http://www.enterprisesurveys.org
105、World Bank Investing Across Borders
http://iab.worldbank.org
106、World Integrated Trade Solution
http://wits.worldbank.org
107、WTO Statistics
https://www.wto.org/english/res_e/statis_e/st atis_e.htm
108、Zanran
http://zanran.com

104、仪表板工具

1、Analytics Portfolio
https://analyticsportfolio.com
2、Chartio
https://chartio.com
3、Clicdata
http://www.clicdata.com
4、Cyfe
http://www.cyfe.com
5、Dashthis
https://dashthis.com
6、DataDeck
https://www.datadeck.com
7、Geckoboard
https://www.geckoboard.com
8、Happy Metrics
https://www.happymetrix.com
9、Klipfolio
http://www.klipfolio.com
10、Qlik
http://www.qlik.com
11、Visually
http://visual.ly

105、数据分析

1、Automatic Statistician
https://www.automaticstatistician.com
2、Auto-WEKA
http://www.cs.ubc.ca/labs/beta/Projects/autoweka
3、AW Stats
http://www.awstats.org
4、bigML
https://bigml.com
5、Cloud Automl
https://cloud.google.com/automl
6、Countly
https://count.ly/web-analytics
7、DataCracker
https://www.datacracker.com
8、Dataiku DSS
https://www.dataiku.com/dss/trynow
9、Data Kleenr
http://chi2innovations.com/datakleenr
10、Data Pine
https://www.datapine.com/data-analysis-tools
11、Data Preparator
http://www.datapreparator.com
12、DataRobot
https://www.datarobot.com
13、Data Wrapper
https://www.datawrapper.de
14、Data Wrangler
http://vis.stanford.edu/wrangler
15、D3
https://d3js.org
16、eAnalytics
http://www.eanalytics.de
17、Exhibit
http://simile-widgets.org/exhibit
18、Exmerg
http://www.exmerg.com
19、Google Analytics
https://www.google.com/analytics/?gclid=CjwKEAiAh7WkBRCQj- _zwZvk52ISJADj7z8COo_vM67BKDQAuisEzPwsNZ5Yphpu 7Q5x2MirmakiUxoCZ6fw_wcB#?modal_active=none
20、Google Data Studio
https://www.google.com/analytics/data-studio
21、Google Fusion Tables
https://support.google.com/fusiontables/answer/2571232
22、H2O.ai
https://www.h2o.ai
23、Import.io
https://www.import.io
24、JavaScript InfoVis Toolkit
http://philogb.github.io/jit
25、Knime Analytics Platform
https://www.knime.com/knime-analytics-platform
26、Matomo
https://matomo.org
27、Microsoft Azure Machine Learning Studio
https://studio.azureml.net
28、MLBase
http://mlbase.org
29、MLJAR
https://mljar.com
30、Mr. Data Converter
https://shancarter.github.io/mr-data-converter
31、OpenRefine
https://github.com/OpenRefine
32、Open Web Analytics
http://www.openwebanalytics.com
33、Orange
https://orange.biolab.si
34、Paxata
https://www.paxata.com
35、PDF Tables
https://pdftables.com
36、Public Open Data Soft
https://public.opendatasoft.com/explore/?sort=modified
37、Rapid Miner
https://rapidminer.com
38、R Project
https://www.r-project.org
39、Scumblr
https://github.com/Netflix/scumblr/wiki
40、SEM Rush
https://www.semrush.com
41、Tableau Public
https://public.tableau.com/s
42、Talend
https://www.talend.com/products/data-preparation#freedesktop
43、Trifacta
https://www.trifacta.com
44、Weka
https://www.cs.waikato.ac.nz/ml/weka
45、Zoho Reports
https://www.zoho.com/reports
46、Qlik View http://global.qlik.com/us/landing/gosm/qlikview/download-qlikview

106、数据挖掘

1、Agenty
https://www.agenty.com
2、Beautiful Soup https://www.crummy.com/software/BeautifulSoup/bs4/do
3、c Big Data Made Simple
http://bigdata-madesimple.com/top-50-open-sourceweb-crawlers-for-data-mining
4、Cola
https://github.com/chineking/cola
5、Content Bomb
http://www.contentbomb.com
6、Connotate
https://www.connotate.com
7、Common Crawl
https://commoncrawl.org
8、Crawly
http://crawly.diffbot.com
9、Crawl Monster
https://www.crawlmonster.com
10、Cyotek WebCopy
https://www.cyotek.com/cyotek-webcopy
11、Data Miner
https://data-miner.io
12、Demiurge
https://github.com/matiasb/demiurge
13、Dexi.io
https://dexi.io
14、DiffBot
https://www.diffbot.com
15、FMiner
http://www.fminer.com
16、Getleft
https://sourceforge.net/projects/getleftdown
17、Grabby
https://grabby.io
18、Helium Scraper
http://www.heliumscraper.com/en/index.php?p=home
19、HTTrack
https://www.httrack.com
20、Import.io
https://www.import.io
21、Lassie
https://github.com/michaelhelmick/lassie
22、Listly
https://listly.io
23、Mechanical Soup
https://github.com/MechanicalSoup/MechanicalSoup
24、Octoparse
https://www.octoparse.com
25、Open Data Tools
http://opendata-tools.org/en/data
26、OutWit Docs
http://www.outwit.com/products/docs
27、OutWit Hub
http://www.outwit.com/products/hub
28、Parsehub
https://www.parsehub.com
29、Portia
https://scrapinghub.com/portia
30、Pyspider
https://github.com/binux/pyspider
31、Reaper
https://reaper.social || https://github.com/ScriptSmith/reaper/blob/master/READ
32、ME.md Scraper
https://chrome.google.com/webstore/detail/scraper/mbig bapnjcgaffohmbkdlecaccepngjd
33、Scraper Wiki
https://scraperwiki.com
34、Scrapy
https://scrapy.org
35、Screen Scraper
https://www.screen-scraper.com
36、Sitebulb
https://sitebulb.com
37、UiPath
https://www.uipath.com/community
38、Web Harvy
https://www.webharvy.com
39、Webhose.io
https://webhose.io
40、Web Scraper
http://webscraper.io
41、80 Legs
http://80legs.com
103、信息图表和数据可视化
106、数据白板