diff --git a/_data/archive.yml b/_data/archive.yml
index 41bd297fda..1b825cec12 100644
--- a/_data/archive.yml
+++ b/_data/archive.yml
@@ -7585,1162 +7585,3 @@
   - title: PyCascades 2018
     latitude: 49.27213705
     longitude: -123.13439461006233
-
-- conference: PyCon Pakistan
-  year: 2017
-  link: https://web.archive.org/web/20171219132009/http://pycon.pk/
-  cfp: '2017-08-25 23:59:00'
-  place: Lahore, Pakistan
-  start: 2017-12-16
-  end: 2017-12-16
-  sub: PY
-  location:
-  - title: PyCon Pakistan 2017
-    latitude: 31.5656822
-    longitude: 74.3141829
-
-- conference: PyCon Indonesia
-  alt_name: PyCon ID
-  year: 2017
-  link: https://web.archive.org/web/20171021125731/http://pycon.id/
-  cfp: '2017-11-06 23:59:00'
-  place: Surabaya, Indonesia
-  start: 2017-12-09
-  end: 2017-12-09
-  sub: PY
-  location:
-  - title: PyCon Indonesia 2017
-    latitude: -7.2459717
-    longitude: 112.7378266
-
-- conference: North Bay Python
-  year: 2017
-  link: https://web.archive.org/web/20170812223449/http://www.northbaypython.org/
-  cfp: '2017-09-29 23:59:00'
-  place: Petaluma, USA
-  start: 2017-12-02
-  end: 2017-12-03
-  sub: PY
-  location:
-  - title: North Bay Python 2017
-    latitude: 38.2325829
-    longitude: -122.636465
-
-- conference: Kiwi PyCon
-  alt_name: PyCon NZ
-  year: 2017
-  link: https://web.archive.org/web/20171212164132/https://python.nz/
-  cfp: '2017-09-08 23:59:00'
-  place: Auckland, New Zealand
-  start: 2017-12-02
-  end: 2017-12-03
-  sub: PY
-  location:
-  - title: Kiwi PyCon 2017
-    latitude: -36.5412811
-    longitude: 174.5506104914412
-
-- conference: SciPy India
-  year: 2017
-  link: https://web.archive.org/web/20171005212148/http://scipy.in/2017
-  cfp: '2017-11-10 23:59:00'
-  place: Mumbai, India
-  start: 2017-11-29
-  end: 2017-11-30
-  sub: SCIPY
-  location:
-  - title: SciPy India 2017
-    latitude: 18.9733536
-    longitude: 72.82810491917377
-
-- conference: PyData NYC
-  year: 2017
-  link: https://web.archive.org/web/20170817062616/https://pydata.org/nyc2017/
-  cfp: '2017-09-22 23:59:00'
-  place: New York, USA
-  start: 2017-11-27
-  end: 2017-11-30
-  sub: DATA
-  location:
-  - title: PyData NYC 2017
-    latitude: 40.7127281
-    longitude: -74.0060152
-
-- conference: PyTexas
-  year: 2017
-  link: https://web.archive.org/web/20170215012500/https://www.pytexas.org/2017/
-  cfp: '2017-10-04 23:59:00'
-  place: Austin, USA
-  start: 2017-11-18
-  end: 2017-11-19
-  sub: PY
-  location:
-  - title: PyTexas 2017
-    latitude: 30.2711286
-    longitude: -97.7436995
-
-- conference: PyCon Canada
-  year: 2017
-  link: https://web.archive.org/web/20171020132949/http://pycon.ca/
-  cfp_link: https://web.archive.org/web/20170727045809/https://www.papercall.io/pyconca2017
-  cfp: '2017-09-10 01:00:00'
-  timezone: America/Toronto
-  place: Montreal, Canada
-  start: 2017-11-18
-  end: 2017-11-21
-  sub: PY
-  location:
-  - title: PyCon Canada 2017
-    latitude: 45.5031824
-    longitude: -73.5698065
-
-- conference: PyCon Argentina
-  alt_name: PyCon AR
-  year: 2017
-  link: https://web.archive.org/web/20171115211033/http://ar.pycon.org/
-  cfp: '2017-08-31 23:59:00'
-  place: Córdoba, Argentina
-  start: 2017-11-17
-  end: 2017-11-19
-  sub: PY
-  location:
-  - title: PyCon Argentina 2017
-    latitude: -31.4166867
-    longitude: -64.1834193
-
-- conference: PyCon Jamaica
-  year: 2017
-  link: https://web.archive.org/web/20171009190334/http://www.pycon.org.jm/
-  cfp_link: https://web.archive.org/web/20170911050449/http://www.pycon.org.jm/apply
-  cfp: None
-  place: Kingston, Jamaica
-  start: 2017-11-16
-  end: 2017-11-19
-  sub: PY
-  location:
-  - title: PyCon Jamaica 2017
-    latitude: 17.9712148
-    longitude: -76.7928128
-
-- conference: PyData Sam Luis
-  year: 2017
-  link: https://web.archive.org/web/20181105044946/https://pydata.org/sanluis2017/
-  cfp: '2017-09-22 23:59:00'
-  place: San Luis, Argentina
-  start: 2017-11-16
-  end: 2017-11-18
-  sub: DATA
-  location:
-  - title: PyData Sam Luis 2017
-    latitude: -33.2762202
-    longitude: -65.9515546
-
-- conference: PyHPC
-  year: 2017
-  link: https://web.archive.org/web/20171116191554/http://www.dlr.de/sc/desktopdefault.aspx/tabid-11992/21071_read-48990
-  cfp: '2017-09-01 23:59:00'
-  place: Denver, USA
-  start: 2017-11-12
-  end: 2017-11-13
-  sub: SCIPY
-  location:
-  - title: PyHPC 2017
-    latitude: 39.7392364
-    longitude: -104.984862
-
-- conference: PyCon Canada
-  year: 2018
-  link: https://web.archive.org/web/20181115030106/https://2018.pycon.ca/
-  cfp_link: https://web.archive.org/web/20180731224029/https://www.papercall.io/pyconca2018
-  cfp: '2018-09-24 04:09:00'
-  timezone: UTC
-  place: Toronto, Canada
-  start: 2017-11-09
-  end: 2017-11-13
-  sub: PY
-  location:
-  - title: PyCon Canada 2018
-    latitude: 43.6534817
-    longitude: -79.3839347
-
-- conference: PyCon Hong Kong
-  alt_name: PyCon HK
-  year: 2017
-  link: https://web.archive.org/web/20171109204310/http://pycon.hk/2017/
-  cfp: '2016-08-14 23:59:00'
-  place: Hong Kong, Hong Kong
-  start: 2017-11-04
-  end: 2017-11-05
-  sub: PY
-  location:
-  - title: PyCon Hong Kong 2017
-    latitude: 22.2793278
-    longitude: 114.1628131
-
-- conference: Piter Py
-  alt_name: Piter Py \#4
-  year: 2017
-  link: https://web.archive.org/web/20171209200602/https://it-events.com/events/8527
-  cfp: None
-  place: Crowne Plaza St. Petersburg Airport, 196210
-  start: 2017-11-03
-  end: 2017-11-04
-  sub: PY
-  location:
-  - title: Piter Py 2017
-    latitude: 59.8060977
-    longitude: 30.3162358
-
-- conference: PyCon India
-  year: 2017
-  link: https://web.archive.org/web/20180205164409/https://in.pycon.org/2017/
-  cfp: '2017-08-31 23:59:00'
-  timezone: Asia/Kolkata
-  place: Delhi, India
-  start: 2017-11-02
-  end: 2017-11-05
-  sub: PY
-  location:
-  - title: PyCon India 2017
-    latitude: 28.6273928
-    longitude: 77.1716954
-
-- conference: PyCon UK
-  year: 2017
-  link: https://web.archive.org/web/20171023090724/http://2017.pyconuk.org/
-  cfp: '2017-08-10 23:59:00'
-  place: Cardiff, UK
-  start: 2017-10-26
-  end: 2017-10-30
-  sub: PY
-  location:
-  - title: PyCon UK 2017
-    latitude: 51.4816546
-    longitude: -3.1791934
-
-- conference: PyCon Germany
-  alt_name: PyCon DE
-  year: 2017
-  link: https://web.archive.org/web/20171030134448/https://de.pycon.org/
-  cfp_link: https://web.archive.org/web/20190329183841/https://www.papercall.io/pyconde2017
-  cfp: '2017-08-06 23:59:00'
-  timezone: Europe/Berlin
-  place: Karlsruhe, Germany
-  start: 2017-10-25
-  end: 2017-10-27
-  sub: PY
-  location:
-  - title: PyCon Germany 2017
-    latitude: 49.0068705
-    longitude: 8.4034195
-
-- conference: MUPy
-  year: 2017
-  link: https://web.archive.org/web/20240218045738/https://pypals.org/mupy
-  cfp: None
-  place: Manipal Institute of Technology, India
-  start: 2017-10-21
-  end: 2017-10-23
-  sub: PY
-  location:
-  - title: MUPy 2017
-    latitude: 13.347776849999999
-    longitude: 74.79299358008947
-
-- conference: PyCon Ireland
-  alt_name: PyCon IE
-  year: 2017
-  link: https://web.archive.org/web/20171025025454/http://pyconie17.python.ie/
-  cfp: '2017-08-15 23:59:59'
-  timezone: Europe/Dublin
-  place: Dublin, Ireland
-  start: 2017-10-21
-  end: 2017-10-22
-  sub: PY
-  location:
-  - title: PyCon Ireland 2017
-    latitude: 53.3498006
-    longitude: -6.2602964
-
-- conference: PyData Warsaw
-  year: 2017
-  link: https://web.archive.org/web/20170312132232/http://pydata.org/warsaw2017/
-  cfp_link: https://web.archive.org/web/20170312131955/http://pydata.org/warsaw2017/cfp/
-  cfp: '2017-07-31 23:59:00'
-  place: Warsaw, Poland
-  start: 2017-10-19
-  end: 2017-10-20
-  sub: DATA
-  location:
-  - title: PyData Warsaw 2017
-    latitude: 52.2319581
-    longitude: 21.0067249
-
-- conference: Plone Conference
-  year: 2017
-  link: https://web.archive.org/web/20171001015152/https://2017.ploneconf.org/
-  cfp: '2016-09-28 23:59:00'
-  place: Barcelona, Spain
-  start: 2017-10-16
-  end: 2017-10-22
-  sub: WEB
-  location:
-  - title: Plone Conference 2017
-    latitude: 41.3828939
-    longitude: 2.1774322
-
-- conference: PyConf Hyderabad
-  year: 2017
-  link: https://web.archive.org/web/20171008124816/http://pyconf.hydpy.org/
-  cfp_link: https://web.archive.org/web/20171008124816/https://pyconfhyd.talkfunnel.com/2017/
-  cfp: '2017-08-31 23:59:00'
-  place: Hyderabad, India
-  start: 2017-10-07
-  end: 2017-10-08
-  sub: PY
-  location:
-  - title: PyConf Hyderabad 2017
-    latitude: 17.4454957
-    longitude: 78.34854697544472
-
-- conference: Python San Sebastian
-  year: 2017
-  link: https://web.archive.org/web/20170909095524/http://pyss17.pyss.org/
-  cfp: '2017-09-01 23:59:00'
-  place: San Sebastián, Spain
-  start: 2017-10-06
-  end: 2017-10-08
-  sub: PY
-  location:
-  - title: Python San Sebastian 2017
-    latitude: 43.3224219
-    longitude: -1.9838889
-
-- conference: PyGotham TV
-  year: 2017
-  link: https://web.archive.org/web/20171009205218/https://2017.pygotham.org
-  cfp_link: https://web.archive.org/web/20170718060725/https://www.papercall.io/pygotham-2017
-  cfp: '2017-07-18 16:00:00'
-  place: New York, USA
-  start: 2017-10-06
-  end: 2017-10-08
-  sub: PY
-  location:
-  - title: PyGotham TV 2017
-    latitude: 40.7127281
-    longitude: -74.0060152
-
-- conference: Python Brasil
-  alt_name: PythonBrasil[13]
-  year: 2017
-  link: https://web.archive.org/web/20170929071852/http://2017.pythonbrasil.org.br/
-  cfp: '2017-06-25 23:59:00'
-  place: Belo Horizonte, Brazil
-  start: 2017-10-06
-  end: 2017-10-11
-  sub: PY
-  location:
-  - title: Python Brasil 2017
-    latitude: -19.9227318
-    longitude: -43.9450948
-
-- conference: PyCon South Africa
-  alt_name: PyCon ZA
-  year: 2017
-  link: https://web.archive.org/web/20170801125832/https://za.pycon.org/
-  cfp_link: https://web.archive.org/web/20210815075207/https://2017.za.pycon.org/archived/submit-talk/
-  cfp: '2017-10-01 23:59:00'
-  place: Cape Town, South Africa
-  start: 2017-10-04
-  end: 2017-10-08
-  sub: PY
-  location:
-  - title: PyCon South Africa 2017
-    latitude: -33.928992
-    longitude: 18.417396
-
-- conference: PyCon Kenya
-  year: 2017
-  link: https://web.archive.org/web/20170929035432/http://www.pycon.or.ke/
-  cfp_link: https://web.archive.org/web/20170929042034/http://www.pycon.or.ke/call_for_proposals
-  cfp: '2017-05-31 23:59:00'
-  place: Nairobi, Kenya
-  start: 2017-09-28
-  end: 2017-09-30
-  sub: PY
-  location:
-  - title: PyCon Kenya 2017
-    latitude: -1.2136405
-    longitude: 36.87930533266044
-
-- conference: PyCon Spain
-  alt_name: PyCon ES
-  year: 2017
-  link: https://web.archive.org/web/20210730132833/https://2017.es.pycon.org/
-  cfp_link: https://web.archive.org/web/20171002035405/https://2017.es.pycon.org/es/blog/convocatoria-para-enviar-propuestas-pycones-2017/
-  cfp: '2017-06-08 23:59:00'
-  place: Caceres, Spain
-  start: 2017-09-22
-  end: 2017-09-25
-  sub: PY
-  location:
-  - title: PyCon Spain 2017
-    latitude: 39.759172500000005
-    longitude: -6.1379457147709005
-
-- conference: PyCon France
-  alt_name: PyCon FR
-  year: 2017
-  link: https://web.archive.org/web/20201106161538/https://www.pycon.fr/2017/
-  cfp: '2017-07-31 23:59:00'
-  place: Toulouse, France
-  start: 2017-09-21
-  end: 2017-09-24
-  sub: PY
-  location:
-  - title: PyCon France 2017
-    latitude: 43.6044622
-    longitude: 1.4442469
-
-- conference: PyCon Nigeria
-  year: 2017
-  link: https://web.archive.org/web/20170902173538/https://pycon.ng/
-  cfp: None
-  place: Lagos, Nigeria
-  start: 2017-09-15
-  end: 2017-09-17
-  sub: PY
-  location:
-  - title: PyCon Nigeria 2017
-    latitude: 6.4550575
-    longitude: 3.3941795
-
-- conference: Python Sul
-  alt_name: Python Sul (Brazil)
-  year: 2017
-  link: https://web.archive.org/web/20170902194604/http://pythonsul.org/
-  cfp_link: https://web.archive.org/web/20170816000716/http://speakerfight.com/events/python-sul-2017-palestras/
-  cfp: '2017-03-30 00:00:00'
-  place: Caxias do Sul, Brazil
-  start: 2017-09-08
-  end: 2017-09-10
-  sub: PY
-  location:
-  - title: Python Sul 2017
-    latitude: -29.1685045
-    longitude: -51.1796385
-
-- conference: PyCon Japan
-  alt_name: PyCon JP
-  year: 2017
-  link: https://web.archive.org/web/20171017043010/https://pycon.jp/2017/en/
-  cfp: '2017-06-19 23:59:00'
-  place: Tokyo, Japan
-  start: 2017-09-07
-  end: 2017-09-10
-  sub: PY
-  location:
-  - title: PyCon Japan 2017
-    latitude: 35.718741949999995
-    longitude: 139.73118058112317
-
-- conference: PyCon Sweden
-  alt_name: PyCon SE
-  year: 2017
-  link: https://web.archive.org/web/20170510015840/http://www.pycon.se/
-  cfp: '2017-06-15 23:59:00'
-  timezone: Europe/Stockholm
-  place: Stockholm, Sweden
-  start: 2017-09-06
-  end: 2017-09-06
-  sub: PY
-  location:
-  - title: PyCon Sweden 2017
-    latitude: 59.3251172
-    longitude: 18.0710935
-
-- conference: PyData Delhi
-  year: 2017
-  link: https://web.archive.org/web/20210416150353/http://pydata.org/delhi2017/
-  cfp: '2017-08-05 23:59:00'
-  place: New Delhi, India
-  start: 2017-09-02
-  end: 2017-09-03
-  sub: DATA
-  location:
-  - title: PyData Delhi 2017
-    latitude: 28.6138954
-    longitude: 77.2090057
-
-- conference: EuroSciPy
-  year: 2017
-  link: https://web.archive.org/web/20170828124453/https://www.euroscipy.org/2017/
-  cfp: '2017-06-24 00:00:00'
-  cfp_ext: '2017-07-02 00:00:00'
-  place: Erlangen, Germany
-  start: 2017-08-28
-  end: 2017-09-01
-  sub: SCIPY
-  location:
-  - title: EuroSciPy 2017
-    latitude: 49.5928616
-    longitude: 11.0056
-
-- conference: PyCon Asia Pacific
-  alt_name: PyCon Malaysia
-  year: 2017
-  link: https://web.archive.org/web/20170822040840/https://pycon.my/
-  cfp: '2016-05-31 23:59:00'
-  place: Kuala Lumpur, Malaysia
-  start: 2017-08-26
-  end: 2017-08-27
-  sub: PY
-  location:
-  - title: PyCon Asia Pacific 2017
-    latitude: 4.5693754
-    longitude: 102.2656823
-
-- conference: PyCon Zimbabwe
-  year: 2017
-  link: https://web.archive.org/web/20170825103507/http://zw.pycon.org/
-  cfp: '2017-08-15 23:59:00'
-  place: Harare, Zimbabwe
-  start: 2017-08-23
-  end: 2017-08-26
-  sub: PY
-  location:
-  - title: PyCon Zimbabwe 2017
-    latitude: -17.8567035
-    longitude: 31.0601584
-
-- conference: JupyterCon
-  year: 2017
-  link: https://web.archive.org/web/20170821152555/https://conferences.oreilly.com/jupyter/jup-ny
-  cfp: '2017-03-06 23:59:00'
-  place: New York, USA
-  start: 2017-08-22
-  end: 2017-08-25
-  twitter: jupyterCon
-  sub: DATA
-  location:
-  - title: JupyterCon 2017
-    latitude: 40.7127281
-    longitude: -74.0060152
-
-- conference: PyCon Poland
-  alt_name: PyCon PL
-  year: 2017
-  link: https://web.archive.org/web/20170701211408/https://pl.pycon.org/2017/index_en.html
-  cfp: '2017-05-31 23:59:59'
-  place: Ossa, Poland
-  start: 2017-08-17
-  end: 2017-08-20
-  sub: PY
-  location:
-  - title: PyCon Poland 2017
-    latitude: 51.8151645
-    longitude: 20.3859912
-
-- conference: DjangoCon US
-  year: 2017
-  link: https://web.archive.org/web/20170723003650/https://2017.djangocon.us/
-  cfp: '2017-04-10 23:59:00'
-  place: Spokane, USA
-  start: 2017-08-13
-  end: 2017-08-18
-  sub: WEB
-  location:
-  - title: DjangoCon US 2017
-    latitude: 47.6571934
-    longitude: -117.42351
-
-- conference: PyCon South Korea
-  alt_name: PyCon Korea
-  year: 2017
-  link: http://web.archive.org/web/20170304011806/https://www.pycon.kr/2017/
-  cfp: '2017-05-27 23:59:00'
-  place: Seoul, South Korea
-  start: 2017-08-12
-  end: 2017-08-15
-  sub: PY
-  location:
-  - title: PyCon South Korea 2017
-    latitude: 37.5666791
-    longitude: 126.9782914
-
-- conference: PyCon Amazônia
-  year: 2017
-  link: https://web.archive.org/web/20170816034502/http://amazonia.python.org.br/
-  cfp_link: https://speakerfight.com/events/pycon-amazonia-2017/
-  cfp: '2016-11-30 12:49:00'
-  place: Manaus, Brazil
-  start: 2017-08-12
-  end: 2017-08-13
-  sub: PY
-  location:
-  - title: PyCon Amazônia 2017
-    latitude: -3.1316333
-    longitude: -59.9825041
-
-- conference: PyBay
-  year: 2017
-  link: https://web.archive.org/web/20170811130121/http://pybay.com/
-  cfp: '2017-06-16 23:59:00'
-  place: San Francisco, USA
-  start: 2017-08-10
-  end: 2017-08-13
-  sub: PY
-  location:
-  - title: PyBay 2017
-    latitude: 37.7681571
-    longitude: -122.392929
-
-- conference: DjangoCon Australia
-  alt_name: DjangoCon AU
-  year: 2017
-  link: https://web.archive.org/web/20170508100008/https://2017.djangocon.com.au/
-  cfp: '2017-05-07 23:59:00'
-  place: Melbourne, Australia
-  start: 2017-08-04
-  end: 2017-08-08
-  sub: WEB
-  location:
-  - title: DjangoCon Australia 2017
-    latitude: -37.8142454
-    longitude: 144.9631732
-
-- conference: PyCon Australia
-  alt_name: PyCon AU
-  year: 2017
-  link: https://web.archive.org/web/20171031152126/https://2017.pycon-au.org/
-  cfp: '2017-05-07 23:59:00'
-  place: Melbourne, Australia
-  start: 2017-08-03
-  end: 2017-08-08
-  sub: PY
-  location:
-  - title: PyCon Australia 2017
-    latitude: -37.8142454
-    longitude: 144.9631732
-
-- conference: PyOhio
-  year: 2017
-  link: https://web.archive.org/web/20180129225635/http://www.pyohio.org/2017/
-  cfp: '2017-05-25 23:59:00'
-  cfp_ext: https://www.pyohio.org/2017/call-for-proposals/
-  place: Columbus, USA
-  start: 2017-07-29
-  end: 2017-07-30
-  sub: PY
-  location:
-  - title: PyOhio 2017
-    latitude: 39.9622601
-    longitude: -83.0007065
-
-- conference: PyCon Russia
-  year: 2017
-  link: https://web.archive.org/web/20170712000437/http://pycon.ru/2017/en/
-  cfp: '2017-05-11 23:59:00'
-  place: Kaluga Oblast, Russia
-  start: 2017-07-16
-  end: 2017-07-17
-  sub: PY
-  location:
-  - title: PyCon Russia 2017
-    latitude: 54.4382773
-    longitude: 35.5272854
-
-- conference: SciPy US
-  alt_name: SciPy
-  year: 2017
-  link: https://web.archive.org/web/20190502153803/https://scipy2017.scipy.org/
-  cfp: '2017-03-27 23:59:00'
-  timezone: America/Chicago
-  place: Austin, USA
-  start: 2017-07-10
-  end: 2017-07-16
-  sub: SCIPY
-  location:
-  - title: SciPy US 2017
-    latitude: 30.2711286
-    longitude: -97.7436995
-
-- conference: EuroPython
-  year: 2017
-  link: https://web.archive.org/web/20170316094425/http://ep2017.europython.eu/
-  cfp: '2017-04-16 23:59:00'
-  cfp_ext: '2017-04-23 23:59:00'
-  place: Rimini, Italy
-  start: 2017-07-09
-  end: 2017-07-16
-  sub: PY
-  location:
-  - title: EuroPython 2017
-    latitude: 43.946503899999996
-    longitude: 12.631031715742981
-
-- conference: PyData Seattle
-  year: 2017
-  link: https://web.archive.org/web/20170606194443/http://pydata.org/seattle2017/
-  cfp_link: https://web.archive.org/web/20170707164717/https://pydata.org/seattle2017/cfp/
-  cfp: '2017-05-01 23:59:00'
-  place: Redmond, USA
-  start: 2017-07-05
-  end: 2017-07-07
-  sub: DATA
-  location:
-  - title: PyData Seattle 2017
-    latitude: 47.6694141
-    longitude: -122.1238767
-
-- conference: PyData Berlin
-  year: 2017
-  link: https://web.archive.org/web/20170623225603/http://pydata.org/berlin2017/
-  cfp: '2017-04-23 23:59:59'
-  timezone: Europe/Berlin
-  place: Berlin, Germany
-  start: 2017-06-30
-  end: 2017-07-02
-  sub: DATA
-  location:
-  - title: PyData Berlin 2017
-    latitude: 52.5170365
-    longitude: 13.3888599
-
-- conference: FEniCS
-  year: 2017
-  link: https://fenicsproject.org/fenics17/
-  cfp: '2017-04-26 23:59:00'
-  place: Luxembourg, Luxembourg
-  start: 2017-06-12
-  end: 2017-06-14
-  sub: DATA
-  location:
-  - title: FEniCS 2017
-    latitude: 49.6112768
-    longitude: 6.129799
-
-- conference: PyParis
-  year: 2017
-  link: https://web.archive.org/web/20170610194931/http://www.pyparis.org/
-  cfp: '2017-04-17 23:59:00'
-  place: Paris, France
-  start: 2017-06-12
-  end: 2017-06-13
-  sub: PY
-  location:
-  - title: PyParis 2017
-    latitude: 48.8588897
-    longitude: 2.3200410217200766
-
-- conference: PyCon Israel
-  year: 2017
-  link: https://web.archive.org/web/20170315123043/http://il.pycon.org/
-  cfp: '2017-04-01 23:59:00'
-  place: Ramat Gan, Israel
-  start: 2017-06-11
-  end: 2017-06-14
-  sub: PY
-  location:
-  - title: PyCon Israel 2017
-    latitude: 32.0686867
-    longitude: 34.8246812
-
-- conference: PyDay Mexico
-  year: 2017
-  link: https://web.archive.org/web/20170605152219/http://pythonday.mx/
-  cfp_link: https://www.papercall.io/pythondaymx
-  cfp: '2017-05-07 12:00:00'
-  place: Mexico City, Mexico
-  start: 2017-06-10
-  end: 2017-06-10
-  sub: DAY
-  location:
-  - title: PyDay Mexico 2017
-    latitude: 19.4326296
-    longitude: -99.1331785
-
-- conference: PyCon Taiwan
-  alt_name: PyCon TW
-  year: 2017
-  link: https://web.archive.org/web/20170222053338/https://tw.pycon.org/2017/en-us/
-  cfp: '2017-03-12 23:59:00'
-  place: Taipei, Taiwan
-  start: 2017-06-09
-  end: 2017-06-12
-  sub: PY
-  location:
-  - title: PyCon Taiwan 2017
-    latitude: 25.0375198
-    longitude: 121.5636796
-
-- conference: PyCon Czechia
-  alt_name: PyCon CZ
-  year: 2017
-  link: https://web.archive.org/web/20170502190107/https://cz.pycon.org/2017/
-  cfp: '2017-04-17 23:59:00'
-  place: Prague, Czechia
-  start: 2017-06-08
-  end: 2017-06-10
-  sub: PY
-  location:
-  - title: PyCon Czechia 2017
-    latitude: 50.0874654
-    longitude: 14.4212535
-
-- conference: Python Nordeste
-  year: 2017
-  link: https://web.archive.org/web/20170609010039/http://2017.pythonnordeste.org/
-  cfp_link: https://web.archive.org/web/20170429161113/http://speakerfight.com/events/palestras-python-nordeste-2017-sao-luis-ma/
-  cfp: '2017-04-10 23:55:00'
-  timezone: America/Recife
-  place: São Luís, Brazil
-  start: 2017-06-08
-  end: 2017-06-10
-  twitter: pythonnordeste
-  sub: PY
-  location:
-  - title: Python Nordeste 2017
-    latitude: -2.5307316
-    longitude: -44.3068265
-
-- conference: PyCon Web
-  year: 2017
-  link: https://web.archive.org/web/20170621095045/https://pyconweb.com/
-  cfp: '2017-03-15 00:00:00'
-  place: Munich, Germany
-  start: 2017-05-27
-  end: 2017-05-28
-  sub: WEB
-  location:
-  - title: PyConWeb 2017
-    latitude: 48.1371079
-    longitude: 11.5753822
-
-- conference: PyData Barcelona
-  alt_name: PyData BCN
-  year: 2017
-  link: https://web.archive.org/web/20170313045143/http://pydata.org/barcelona2017/
-  cfp: '2017-04-09 23:59:00'
-  place: Barcelona, Spain
-  start: 2017-05-19
-  end: 2017-05-22
-  sub: DATA
-  location:
-  - title: PyData Barcelona 2017
-    latitude: 41.3828939
-    longitude: 2.1774322
-
-- conference: PyGrunn
-  year: 2017
-  link: https://web.archive.org/web/20170608055024/http://www.pygrunn.org/
-  cfp: '2017-02-01 23:59:00'
-  place: Groningen, Netherlands
-  start: 2017-05-19
-  end: 2017-05-19
-  sub: PY
-  location:
-  - title: PyGrunn 2017
-    latitude: 53.2190652
-    longitude: 6.5680077
-
-- conference: PyCon US
-  year: 2017
-  link: https://web.archive.org/web/20170608061733/https://us.pycon.org/2017/
-  cfp: '2017-01-03 23:59:59'
-  place: Portland, USA
-  start: 2017-05-17
-  end: 2017-05-25
-  sub: PY
-  location:
-  - title: PyCon US 2017
-    latitude: 45.5202471
-    longitude: -122.674194
-
-- conference: GeoPython
-  year: 2017
-  link: https://web.archive.org/web/20170521201837/http://2017.geopython.net/
-  cfp: '2017-02-15 23:59:00'
-  place: Basel, Switzerland
-  start: 2017-05-08
-  end: 2017-05-10
-  sub: GEO
-  location:
-  - title: GeoPython 2017
-    latitude: 47.3615882
-    longitude: 7.354445
-
-- conference: Python in Astronomy
-  year: 2017
-  link: https://openastronomy.org/pyastro/2017/
-  cfp: '2016-12-09 23:59:00'
-  place: Leiden, Netherlands
-  start: 2017-05-08
-  end: 2017-05-12
-  sub: DATA
-  location:
-  - title: Python in Astronomy 2017
-    latitude: 52.1594747
-    longitude: 4.4908843
-
-- conference: PyDays Vienna
-  year: 2017
-  link: https://web.archive.org/web/20170508050023/http://pydays.at/
-  cfp_link: https://web.archive.org/web/20170324235437/https://pydays.at/_static/cfp.html
-  cfp: '2017-03-20 23:59:00'
-  place: Vienna, Austria
-  start: 2017-05-05
-  end: 2017-05-06
-  sub: DAY,PY
-  location:
-  - title: PyDays Vienna 2017
-    latitude: 48.2391664
-    longitude: 16.3774409
-
-- conference: PyData London
-  year: 2017
-  link: https://web.archive.org/web/20170606204024/http://pydata.org/london2017/
-  cfp_link: https://web.archive.org/web/20170226122558/https://pydata.org/london2017/cfp
-  cfp: '2017-02-24 23:59:00'
-  timezone: Europe/London
-  place: London, UK
-  start: 2017-05-05
-  end: 2017-05-07
-  sub: DATA
-  location:
-  - title: PyData London 2017
-    latitude: 51.5074456
-    longitude: -0.1277653
-
-- conference: PyCon Ukraine
-  alt_name: PyCon UA
-  year: 2017
-  link: https://web.archive.org/web/20170607211814/https://ua.pycon.org/
-  cfp_link: https://web.archive.org/web/20240514194249/https://docs.google.com/forms/d/e/1FAIpQLSe9bXTjHlxV6pMcJZikeJPM7E5c2hVJvSORMKJJx1raoxchow/closedform
-  cfp: '2017-03-10 00:00:00'
-  timezone: Europe/Kiev
-  place: Lviv City, Ukraine
-  start: 2017-04-08
-  end: 2017-04-09
-  finaid: https://web.archive.org/web/20240514194243/https://docs.google.com/forms/d/e/1FAIpQLSeCcOQ9XBtd9-Y1_lt-KeQyDeR9OxryB4Ak0UJpwQLAF_n3KQ/viewform
-  sub: PY
-  location:
-  - title: PyCon Ukraine 2017
-    latitude: 49.84823555
-    longitude: 24.010960304611388
-
-- conference: PyData Amsterdam
-  year: 2017
-  link: https://web.archive.org/web/20170120092836/http://pydata.org/amsterdam2017/
-  cfp: '2017-03-05 23:59:00'
-  place: Amsterdam, Netherlands
-  start: 2017-04-08
-  end: 2017-04-09
-  sub: DATA
-  location:
-  - title: PyData Amsterdam 2017
-    latitude: 52.4111289
-    longitude: 4.877231604293446
-
-- conference: PyData Florence
-  year: 2017
-  link: https://web.archive.org/web/20170405012143/http://pydata.it/
-  cfp: '2017-02-12 23:59:00'
-  place: Florence, Italy
-  start: 2017-04-07
-  end: 2017-04-09
-  sub: DATA
-  location:
-  - title: PyData Florence 2017
-    latitude: 40.038064
-    longitude: 18.4633105
-
-- conference: PyCon Italia
-  alt_name: PyCon Italy
-  year: 2017
-  link: https://web.archive.org/web/20180407235829/https://www.pycon.it/en/
-  cfp: '2017-01-07 23:59:00'
-  place: Florence, Italy
-  start: 2017-04-06
-  end: 2017-04-09
-  sub: PY
-  location:
-  - title: PyCon Italia 2017
-    latitude: 40.038064
-    longitude: 18.4633105
-
-- conference: DjangoCon Europe
-  year: 2017
-  link: https://web.archive.org/web/20201108120856/https://2017.djangocon.eu/auth/login/
-  cfp: '2016-12-31 23:59:00'
-  place: Florence, Italy
-  start: 2017-04-03
-  end: 2017-04-07
-  sub: WEB
-  location:
-  - title: DjangoCon Europe 2017
-    latitude: 40.038064
-    longitude: 18.4633105
-
-- conference: DjangoCong
-  alt_name: Rencontres django
-  year: 2017
-  link: https://web.archive.org/web/20170722083141/http://rencontres.django-fr.org/2017/
-  cfp: '2017-01-15 23:59:00'
-  place: Toulon, France
-  start: 2017-03-31
-  end: 2017-04-02
-  sub: WEB
-  location:
-  - title: Rencontres django 2017
-    latitude: 43.1257311
-    longitude: 5.9304919
-
-- conference: PyCon Slovakia
-  alt_name: PyCon SK
-  year: 2017
-  link: https://web.archive.org/web/20170306082548/http://www.pycon.sk/2017/
-  cfp_link: https://web.archive.org/web/20220124234710/https://2017.pycon.sk/cfp/
-  cfp: '2017-02-14 23:59:00'
-  place: Bratislava, Slovakia
-  start: 2017-03-10
-  end: 2017-03-12
-  sub: PY
-  location:
-  - title: PyCon Slovakia 2017
-    latitude: 48.1516988
-    longitude: 17.1093063
-
-- conference: PyCon Philippines
-  alt_name: PyCon PH
-  year: 2017
-  link: https://web.archive.org/web/20171019052320/https://pycon.python.ph/
-  cfp: '2016-11-30 23:59:00'
-  place: Cagayan de Oro City, Philippines
-  start: 2017-02-25
-  end: 2017-02-26
-  sub: PY
-  location:
-  - title: PyCon Philippines 2017
-    latitude: 8.4756417
-    longitude: 124.6421532
-
-- conference: PyCon Namibia
-  alt_name: PyCon NA
-  year: 2017
-  link: https://web.archive.org/web/20161121113217/https://na.pycon.org/
-  cfp: '2016-12-30 23:59:00'
-  place: Windhoek, Namibia
-  start: 2017-02-21
-  end: 2017-02-23
-  sub: PY
-  location:
-  - title: PyCon Namibia 2017
-    latitude: -22.611456150000002
-    longitude: 17.05860104184979
-
-- conference: PyCon Iran
-  alt_name: Iran PyCon
-  year: 2017
-  link: https://web.archive.org/web/20170208170707/http://www.pycon.ir/
-  cfp: None
-  place: Tehran, Iran
-  start: 2017-02-17
-  end: 2017-02-17
-  sub: PY
-  location:
-  - title: PyCon Iran 2017
-    latitude: 35.6892523
-    longitude: 51.3896004
-
-- conference: Swiss Python Summit
-  year: 2017
-  link: https://web.archive.org/web/20170214143104/http://www.python-summit.ch/
-  cfp: '2016-10-31 23:59:00'
-  place: Rapperswil, Switzerland
-  start: 2017-02-17
-  end: 2017-02-17
-  sub: PY
-  location:
-  - title: Swiss Python Summit 2017
-    latitude: 47.2266532
-    longitude: 8.8164042
-
-- conference: PyCon Pune
-  year: 2017
-  link: https://web.archive.org/web/20170207210807/http://pune.pycon.org/
-  cfp: '2017-11-30 23:59:00'
-  place: Pune, India
-  start: 2017-02-16
-  end: 2017-02-19
-  sub: PY
-  location:
-  - title: PyCon Pune 2017
-    latitude: 18.52930005
-    longitude: 73.85682537025511
-
-- conference: PyCon Colombia
-  year: 2017
-  link: https://web.archive.org/web/20200115024420/https://2017.pycon.co/
-  cfp: '2016-12-16 23:59:00'
-  place: Bogota, Colombia
-  start: 2017-02-10
-  end: 2017-02-11
-  sub: PY
-  location:
-  - title: PyCon Colombia 2017
-    latitude: 4.6529539
-    longitude: -74.0835643
-
-- conference: PyCon Belarus
-  year: 2017
-  link: https://web.archive.org/web/20170202114714/http://by.pycon.org/
-  cfp: None
-  place: Minsk, Belarus
-  start: 2017-02-04
-  end: 2017-02-04
-  sub: PY
-  location:
-  - title: PyCon Belarus 2017
-    latitude: 53.8901239
-    longitude: 27.5693855
-
-- conference: PyTennessee
-  year: 2017
-  link: https://web.archive.org/web/20170609204820/http://www.pytennessee.org/
-  cfp: '2017-11-15 23:59:00'
-  place: Nashville, USA
-  start: 2017-02-04
-  end: 2017-02-05
-  sub: PY
-  location:
-  - title: PyTennessee 2017
-    latitude: 36.1622767
-    longitude: -86.7742984
-
-- conference: FOSDEM
-  alt_name: Python Devroom @ FOSDEM
-  year: 2017
-  link: https://web.archive.org/web/20170204031111/https://fosdem.org/2017/schedule/track/python/
-  cfp: '2016-12-02 23:59:00'
-  place: Brussels, Belgium
-  start: 2017-02-04
-  end: 2017-02-05
-  sub: PY
-  location:
-  - title: FOSDEM 2017
-    latitude: 50.8465573
-    longitude: 4.351697
-
-- conference: PyCon Cameroon
-  year: 2017
-  link: https://web.archive.org/web/20171005042303/http://pythoncm.org/
-  cfp: None
-  place: Molyko Buea, Cameroon
-  start: 2017-01-20
-  end: 2017-01-22
-  sub: PY
-  location:
-  - title: PyCon Cameroon 2017
-    latitude: 4.1591154
-    longitude: 9.2805172
diff --git a/_data/conferences.yml b/_data/conferences.yml
index 9a7e000db5..eff0d83261 100644
--- a/_data/conferences.yml
+++ b/_data/conferences.yml
@@ -47,6 +47,22 @@
     latitude: 47.8454821
     longitude: 16.5249288
 
+- conference: Piter Py
+  alt_name: PiterPy
+  year: 2025
+  link: https://piterpy.com/en/
+  cfp_link: https://piterpy.com/en/callforpapers/
+  cfp: '2025-02-25 23:59:00'
+  place: Saint Petersburg, Russia
+  start: 2025-05-09
+  end: 2025-05-11
+  sub: PY
+  note: Conference dates subject to change
+  location:
+  - title: Piter Py 2025
+    latitude: 59.9606739
+    longitude: 30.1586551
+
 - conference: PyCon Lithuania
   alt_name: PyCon LT
   year: 2025
@@ -107,9 +123,9 @@
   place: Bologna, Italy
   start: 2025-05-28
   end: 2025-05-31
+  finaid: https://2025.pycon.it/en/grants-info/
   twitter: PyConIT
   mastodon: https://social.python.it/@pycon
-  finaid: https://2025.pycon.it/en/grants-info/
   sub: PY
   location:
   - title: PyCon Italia 2025
@@ -433,6 +449,20 @@
     latitude: -23.5506507
     longitude: -46.6333824
 
+- conference: PyCon Japan
+  alt_name: PyCon JP
+  year: 2025
+  link: https://2025.pycon.jp/
+  cfp: TBA
+  place: Hiroshima, Japan
+  start: 2025-09-26
+  end: 2025-09-27
+  sub: PY
+  location:
+  - title: PyCon Japan 2025
+    latitude: 34.3917241
+    longitude: 132.4517589
+
 - conference: EuroPython
   year: 2025
   link: https://ep2025.europython.eu/
@@ -462,25 +492,3 @@
   - title: Python Nordeste 2025
     latitude: -5.0874608
     longitude: -42.8049571
-
-- conference: PyCon Japan
-  alt_name: PyCon JP
-  year: 2025
-  link: https://2025.pycon.jp/
-  cfp: TBA
-  place: Hiroshima, Japan
-  start: 2025-09-26
-  end: 2025-09-27
-  sub: PY
-
-- conference: Piter Py
-  alt_name: PiterPy
-  year: 2025
-  link: https://piterpy.com/en/
-  cfp_link: https://piterpy.com/en/callforpapers/
-  cfp: '2025-02-25 23:59:00'
-  place: Saint Petersburg, Russia
-  start: 2025-05-09
-  end: 2025-05-11
-  sub: PY
-  note: Conference dates subject to change
diff --git a/_data/legacy.yml b/_data/legacy.yml
index bafb3e44b0..6feeafaba3 100644
--- a/_data/legacy.yml
+++ b/_data/legacy.yml
@@ -1,5 +1,18 @@
 ---
 
+- conference: Swiss Python Summit
+  year: 2017
+  link: https://web.archive.org/web/20170214143104/http://www.python-summit.ch/
+  cfp: '2016-10-31 23:59:00'
+  place: Rapperswil, Switzerland
+  start: 2017-02-17
+  end: 2017-02-17
+  sub: PY
+  location:
+  - title: Swiss Python Summit 2017
+    latitude: 47.2266532
+    longitude: 8.8164042
+
 - conference: Swiss Python Summit
   year: 2016
   link: https://web.archive.org/web/20160316131658/http://www.python-summit.ch/
@@ -13,6 +26,21 @@
     latitude: 47.2266532
     longitude: 8.8164042
 
+- conference: SciPy US
+  alt_name: SciPy
+  year: 2017
+  link: https://web.archive.org/web/20190502153803/https://scipy2017.scipy.org/
+  cfp: '2017-03-27 23:59:00'
+  timezone: America/Chicago
+  place: Austin, USA
+  start: 2017-07-10
+  end: 2017-07-16
+  sub: SCIPY
+  location:
+  - title: SciPy US 2017
+    latitude: 30.2711286
+    longitude: -97.7436995
+
 - conference: SciPy US
   alt_name: SciPy
   year: 2016
@@ -278,6 +306,19 @@
     latitude: -42.7729674
     longitude: -65.0366104
 
+- conference: SciPy India
+  year: 2017
+  link: https://web.archive.org/web/20171005212148/http://scipy.in/2017
+  cfp: '2017-11-10 23:59:00'
+  place: Mumbai, India
+  start: 2017-11-29
+  end: 2017-11-30
+  sub: SCIPY
+  location:
+  - title: SciPy India 2017
+    latitude: 18.9733536
+    longitude: 72.82810491917377
+
 - conference: SciPy India
   year: 2016
   link: https://web.archive.org/web/20170629091110/http://scipy.in/2016
@@ -463,6 +504,34 @@
     latitude: 53.5672881
     longitude: 9.941726150411604
 
+- conference: Python Sul
+  alt_name: Python Sul (Brazil)
+  year: 2017
+  link: https://web.archive.org/web/20170902194604/http://pythonsul.org/
+  cfp_link: https://web.archive.org/web/20170816000716/http://speakerfight.com/events/python-sul-2017-palestras/
+  cfp: '2017-03-30 00:00:00'
+  place: Caxias do Sul, Brazil
+  start: 2017-09-08
+  end: 2017-09-10
+  sub: PY
+  location:
+  - title: Python Sul 2017
+    latitude: -29.1685045
+    longitude: -51.1796385
+
+- conference: Python San Sebastian
+  year: 2017
+  link: https://web.archive.org/web/20170909095524/http://pyss17.pyss.org/
+  cfp: '2017-09-01 23:59:00'
+  place: San Sebastián, Spain
+  start: 2017-10-06
+  end: 2017-10-08
+  sub: PY
+  location:
+  - title: Python San Sebastian 2017
+    latitude: 43.3224219
+    longitude: -1.9838889
+
 - conference: Python San Sebastian
   year: 2016
   link: http://pyss16.pyss.org/
@@ -502,6 +571,22 @@
     latitude: 43.3224219
     longitude: -1.9838889
 
+- conference: Python Nordeste
+  year: 2017
+  link: https://web.archive.org/web/20170609010039/http://2017.pythonnordeste.org/
+  cfp_link: https://web.archive.org/web/20170429161113/http://speakerfight.com/events/palestras-python-nordeste-2017-sao-luis-ma/
+  cfp: '2017-04-10 23:55:00'
+  timezone: America/Recife
+  place: São Luís, Brazil
+  start: 2017-06-08
+  end: 2017-06-10
+  twitter: pythonnordeste
+  sub: PY
+  location:
+  - title: Python Nordeste 2017
+    latitude: -2.5307316
+    longitude: -44.3068265
+
 - conference: Python Nordeste
   year: 2016
   link: https://web.archive.org/web/20160614023844/http://2016.pythonnordeste.org/
@@ -588,6 +673,19 @@
     latitude: 40.7127281
     longitude: -74.0060152
 
+- conference: Python in Astronomy
+  year: 2017
+  link: https://openastronomy.org/pyastro/2017/
+  cfp: '2016-12-09 23:59:00'
+  place: Leiden, Netherlands
+  start: 2017-05-08
+  end: 2017-05-12
+  sub: DATA
+  location:
+  - title: Python in Astronomy 2017
+    latitude: 52.1594747
+    longitude: 4.4908843
+
 - conference: Python in Astronomy
   year: 2016
   link: https://web.archive.org/web/20160905071450/http://openastronomy.org/pyastro/2016/
@@ -614,6 +712,20 @@
     latitude: 52.1594747
     longitude: 4.4908843
 
+- conference: Python Brasil
+  alt_name: PythonBrasil[13]
+  year: 2017
+  link: https://web.archive.org/web/20170929071852/http://2017.pythonbrasil.org.br/
+  cfp: '2017-06-25 23:59:00'
+  place: Belo Horizonte, Brazil
+  start: 2017-10-06
+  end: 2017-10-11
+  sub: PY
+  location:
+  - title: Python Brasil 2017
+    latitude: -19.9227318
+    longitude: -43.9450948
+
 - conference: Python Brasil
   alt_name: PythonBrasil[12]
   year: 2016
@@ -789,6 +901,19 @@
     latitude: -22.9056391
     longitude: -47.059564
 
+- conference: PyTexas
+  year: 2017
+  link: https://web.archive.org/web/20170215012500/https://www.pytexas.org/2017/
+  cfp: '2017-10-04 23:59:00'
+  place: Austin, USA
+  start: 2017-11-18
+  end: 2017-11-19
+  sub: PY
+  location:
+  - title: PyTexas 2017
+    latitude: 30.2711286
+    longitude: -97.7436995
+
 - conference: PyTexas
   year: 2015
   link: https://web.archive.org/web/20151126002517/https://www.pytexas.org/2015/
@@ -815,6 +940,19 @@
     latitude: 30.6183939
     longitude: -96.3455991
 
+- conference: PyTennessee
+  year: 2017
+  link: https://web.archive.org/web/20170609204820/http://www.pytennessee.org/
+  cfp: '2017-11-15 23:59:00'
+  place: Nashville, USA
+  start: 2017-02-04
+  end: 2017-02-05
+  sub: PY
+  location:
+  - title: PyTennessee 2017
+    latitude: 36.1622767
+    longitude: -86.7742984
+
 - conference: PyTennessee
   year: 2015
   link: https://web.archive.org/web/20141230143801/https://www.pytennessee.org/
@@ -856,6 +994,33 @@
     latitude: -30.0324999
     longitude: -51.2303767
 
+- conference: PyParis
+  year: 2017
+  link: https://web.archive.org/web/20170610194931/http://www.pyparis.org/
+  cfp: '2017-04-17 23:59:00'
+  place: Paris, France
+  start: 2017-06-12
+  end: 2017-06-13
+  sub: PY
+  location:
+  - title: PyParis 2017
+    latitude: 48.8588897
+    longitude: 2.3200410217200766
+
+- conference: PyOhio
+  year: 2017
+  link: https://web.archive.org/web/20180129225635/http://www.pyohio.org/2017/
+  cfp: '2017-05-25 23:59:00'
+  cfp_ext: https://www.pyohio.org/2017/call-for-proposals/
+  place: Columbus, USA
+  start: 2017-07-29
+  end: 2017-07-30
+  sub: PY
+  location:
+  - title: PyOhio 2017
+    latitude: 39.9622601
+    longitude: -83.0007065
+
 - conference: PyOhio
   year: 2016
   link: https://web.archive.org/web/20160727174037/http://www.pyohio.org/
@@ -996,6 +1161,19 @@
     latitude: 48.1371079
     longitude: 11.5753822
 
+- conference: PyHPC
+  year: 2017
+  link: https://web.archive.org/web/20171116191554/http://www.dlr.de/sc/desktopdefault.aspx/tabid-11992/21071_read-48990
+  cfp: '2017-09-01 23:59:00'
+  place: Denver, USA
+  start: 2017-11-12
+  end: 2017-11-13
+  sub: SCIPY
+  location:
+  - title: PyHPC 2017
+    latitude: 39.7392364
+    longitude: -104.984862
+
 - conference: PyHPC
   year: 2016
   link: https://web.archive.org/web/20161109035636/http://www.dlr.de/sc/desktopdefault.aspx/tabid-11229/19729_read-46082/
@@ -1076,6 +1254,19 @@
     latitude: 47.6038321
     longitude: -122.330062
 
+- conference: PyGrunn
+  year: 2017
+  link: https://web.archive.org/web/20170608055024/http://www.pygrunn.org/
+  cfp: '2017-02-01 23:59:00'
+  place: Groningen, Netherlands
+  start: 2017-05-19
+  end: 2017-05-19
+  sub: PY
+  location:
+  - title: PyGrunn 2017
+    latitude: 53.2190652
+    longitude: 6.5680077
+
 - conference: PyGrunn
   year: 2016
   link: https://web.archive.org/web/20160608055024/http://www.pygrunn.org/
@@ -1169,6 +1360,20 @@
     latitude: 53.2190652
     longitude: 6.5680077
 
+- conference: PyGotham TV
+  year: 2017
+  link: https://web.archive.org/web/20171009205218/https://2017.pygotham.org
+  cfp_link: https://web.archive.org/web/20170718060725/https://www.papercall.io/pygotham-2017
+  cfp: '2017-07-18 16:00:00'
+  place: New York, USA
+  start: 2017-10-06
+  end: 2017-10-08
+  sub: PY
+  location:
+  - title: PyGotham TV 2017
+    latitude: 40.7127281
+    longitude: -74.0060152
+
 - conference: PyGotham TV
   year: 2016
   link: https://web.archive.org/web/20160910192756/https://2016.pygotham.org/
@@ -1251,6 +1456,20 @@
     latitude: 28.6138954
     longitude: 77.2090057
 
+- conference: PyDays Vienna
+  year: 2017
+  link: https://web.archive.org/web/20170508050023/http://pydays.at/
+  cfp_link: https://web.archive.org/web/20170324235437/https://pydays.at/_static/cfp.html
+  cfp: '2017-03-20 23:59:00'
+  place: Vienna, Austria
+  start: 2017-05-05
+  end: 2017-05-06
+  sub: DAY,PY
+  location:
+  - title: PyDays Vienna 2017
+    latitude: 48.2391664
+    longitude: 16.3774409
+
 - conference: PyDay Quito
   year: 2016
   link: https://web.archive.org/web/20160302102219/http://pythonquito.tk/
@@ -1277,6 +1496,20 @@
     latitude: -5.0
     longitude: -80.333333
 
+- conference: PyDay Mexico
+  year: 2017
+  link: https://web.archive.org/web/20170605152219/http://pythonday.mx/
+  cfp_link: https://www.papercall.io/pythondaymx
+  cfp: '2017-05-07 12:00:00'
+  place: Mexico City, Mexico
+  start: 2017-06-10
+  end: 2017-06-10
+  sub: DAY
+  location:
+  - title: PyDay Mexico 2017
+    latitude: 19.4326296
+    longitude: -99.1331785
+
 - conference: PyDay Loja
   year: 2016
   link: https://web.archive.org/web/20160418094309/http://pythonecuador.org/
@@ -1330,6 +1563,20 @@
     latitude: 38.8950368
     longitude: -77.0365427
 
+- conference: PyData Warsaw
+  year: 2017
+  link: https://web.archive.org/web/20170312132232/http://pydata.org/warsaw2017/
+  cfp_link: https://web.archive.org/web/20170312131955/http://pydata.org/warsaw2017/cfp/
+  cfp: '2017-07-31 23:59:00'
+  place: Warsaw, Poland
+  start: 2017-10-19
+  end: 2017-10-20
+  sub: DATA
+  location:
+  - title: PyData Warsaw 2017
+    latitude: 52.2319581
+    longitude: 21.0067249
+
 - conference: PyData Silicon Valley
   year: 2014
   link: https://web.archive.org/web/20140502023505/http://pydata.org/sv2014/
@@ -1357,6 +1604,20 @@
     latitude: 37.2333253
     longitude: -121.6846349
 
+- conference: PyData Seattle
+  year: 2017
+  link: https://web.archive.org/web/20170606194443/http://pydata.org/seattle2017/
+  cfp_link: https://web.archive.org/web/20170707164717/https://pydata.org/seattle2017/cfp/
+  cfp: '2017-05-01 23:59:00'
+  place: Redmond, USA
+  start: 2017-07-05
+  end: 2017-07-07
+  sub: DATA
+  location:
+  - title: PyData Seattle 2017
+    latitude: 47.6694141
+    longitude: -122.1238767
+
 - conference: PyData Seattle
   year: 2015
   link: https://web.archive.org/web/20151113023843/http://pydata.org/Seattle2015/
@@ -1384,6 +1645,19 @@
     latitude: 37.7681571
     longitude: -122.392929
 
+- conference: PyData Sam Luis
+  year: 2017
+  link: https://web.archive.org/web/20181105044946/https://pydata.org/sanluis2017/
+  cfp: '2017-09-22 23:59:00'
+  place: San Luis, Argentina
+  start: 2017-11-16
+  end: 2017-11-18
+  sub: DATA
+  location:
+  - title: PyData Sam Luis 2017
+    latitude: -33.2762202
+    longitude: -65.9515546
+
 - conference: PyData Paris
   year: 2017
   link: https://web.archive.org/web/20170405012143/https://pyparis.org/
@@ -1424,6 +1698,19 @@
     latitude: 48.8588897
     longitude: 2.3200410217200766
 
+- conference: PyData NYC
+  year: 2017
+  link: https://web.archive.org/web/20170817062616/https://pydata.org/nyc2017/
+  cfp: '2017-09-22 23:59:00'
+  place: New York, USA
+  start: 2017-11-27
+  end: 2017-11-30
+  sub: DATA
+  location:
+  - title: PyData NYC 2017
+    latitude: 40.7127281
+    longitude: -74.0060152
+
 - conference: PyData NYC
   year: 2015
   link: https://web.archive.org/web/20160613032308/http://pydata.org/nyc2015/
@@ -1478,6 +1765,21 @@
     latitude: 40.4167047
     longitude: -3.7035825
 
+- conference: PyData London
+  year: 2017
+  link: https://web.archive.org/web/20170606204024/http://pydata.org/london2017/
+  cfp_link: https://web.archive.org/web/20170226122558/https://pydata.org/london2017/cfp
+  cfp: '2017-02-24 23:59:00'
+  timezone: Europe/London
+  place: London, UK
+  start: 2017-05-05
+  end: 2017-05-07
+  sub: DATA
+  location:
+  - title: PyData London 2017
+    latitude: 51.5074456
+    longitude: -0.1277653
+
 - conference: PyData London
   year: 2016
   link: https://web.archive.org/web/20160515034159/http://pydata.org/london2016/
@@ -1517,6 +1819,19 @@
     latitude: 51.5074456
     longitude: -0.1277653
 
+- conference: PyData Florence
+  year: 2017
+  link: https://web.archive.org/web/20170405012143/http://pydata.it/
+  cfp: '2017-02-12 23:59:00'
+  place: Florence, Italy
+  start: 2017-04-07
+  end: 2017-04-09
+  sub: DATA
+  location:
+  - title: PyData Florence 2017
+    latitude: 40.038064
+    longitude: 18.4633105
+
 - conference: PyData Florence
   year: 2016
   link: https://web.archive.org/web/20160405012143/http://pydata.it/
@@ -1530,6 +1845,19 @@
     latitude: 40.038064
     longitude: 18.4633105
 
+- conference: PyData Delhi
+  year: 2017
+  link: https://web.archive.org/web/20210416150353/http://pydata.org/delhi2017/
+  cfp: '2017-08-05 23:59:00'
+  place: New Delhi, India
+  start: 2017-09-02
+  end: 2017-09-03
+  sub: DATA
+  location:
+  - title: PyData Delhi 2017
+    latitude: 28.6138954
+    longitude: 77.2090057
+
 - conference: PyData Dallas
   year: 2015
   link: https://pydata.org/dal2015/
@@ -1598,6 +1926,20 @@
     latitude: 42.3655767
     longitude: -71.1040018
 
+- conference: PyData Berlin
+  year: 2017
+  link: https://web.archive.org/web/20170623225603/http://pydata.org/berlin2017/
+  cfp: '2017-04-23 23:59:59'
+  timezone: Europe/Berlin
+  place: Berlin, Germany
+  start: 2017-06-30
+  end: 2017-07-02
+  sub: DATA
+  location:
+  - title: PyData Berlin 2017
+    latitude: 52.5170365
+    longitude: 13.3888599
+
 - conference: PyData Berlin
   year: 2016
   link: https://web.archive.org/web/20160521214556/http://pydata.org/berlin2016/
@@ -1639,6 +1981,33 @@
     latitude: 52.5170365
     longitude: 13.3888599
 
+- conference: PyData Barcelona
+  alt_name: PyData BCN
+  year: 2017
+  link: https://web.archive.org/web/20170313045143/http://pydata.org/barcelona2017/
+  cfp: '2017-04-09 23:59:00'
+  place: Barcelona, Spain
+  start: 2017-05-19
+  end: 2017-05-22
+  sub: DATA
+  location:
+  - title: PyData Barcelona 2017
+    latitude: 41.3828939
+    longitude: 2.1774322
+
+- conference: PyData Amsterdam
+  year: 2017
+  link: https://web.archive.org/web/20170120092836/http://pydata.org/amsterdam2017/
+  cfp: '2017-03-05 23:59:00'
+  place: Amsterdam, Netherlands
+  start: 2017-04-08
+  end: 2017-04-09
+  sub: DATA
+  location:
+  - title: PyData Amsterdam 2017
+    latitude: 52.4111289
+    longitude: 4.877231604293446
+
 - conference: PyData Amsterdam
   year: 2016
   link: https://web.archive.org/web/20160313045857/http://pydata.org/amsterdam2016/
@@ -1653,6 +2022,59 @@
     latitude: 52.4111289
     longitude: 4.877231604293446
 
+- conference: PyConf Hyderabad
+  year: 2017
+  link: https://web.archive.org/web/20171008124816/http://pyconf.hydpy.org/
+  cfp_link: https://web.archive.org/web/20171008124816/https://pyconfhyd.talkfunnel.com/2017/
+  cfp: '2017-08-31 23:59:00'
+  place: Hyderabad, India
+  start: 2017-10-07
+  end: 2017-10-08
+  sub: PY
+  location:
+  - title: PyConf Hyderabad 2017
+    latitude: 17.4454957
+    longitude: 78.34854697544472
+
+- conference: PyCon Zimbabwe
+  year: 2017
+  link: https://web.archive.org/web/20170825103507/http://zw.pycon.org/
+  cfp: '2017-08-15 23:59:00'
+  place: Harare, Zimbabwe
+  start: 2017-08-23
+  end: 2017-08-26
+  sub: PY
+  location:
+  - title: PyCon Zimbabwe 2017
+    latitude: -17.8567035
+    longitude: 31.0601584
+
+- conference: PyCon Web
+  year: 2017
+  link: https://web.archive.org/web/20170621095045/https://pyconweb.com/
+  cfp: '2017-03-15 00:00:00'
+  place: Munich, Germany
+  start: 2017-05-27
+  end: 2017-05-28
+  sub: WEB
+  location:
+  - title: PyConWeb 2017
+    latitude: 48.1371079
+    longitude: 11.5753822
+
+- conference: PyCon US
+  year: 2017
+  link: https://web.archive.org/web/20170608061733/https://us.pycon.org/2017/
+  cfp: '2017-01-03 23:59:59'
+  place: Portland, USA
+  start: 2017-05-17
+  end: 2017-05-25
+  sub: PY
+  location:
+  - title: PyCon US 2017
+    latitude: 45.5202471
+    longitude: -122.674194
+
 - conference: PyCon US
   year: 2016
   link: https://web.archive.org/web/20160602041511/https://us.pycon.org/2016/
@@ -1867,6 +2289,23 @@
     latitude: -34.9058916
     longitude: -56.1913095
 
+- conference: PyCon Ukraine
+  alt_name: PyCon UA
+  year: 2017
+  link: https://web.archive.org/web/20170607211814/https://ua.pycon.org/
+  cfp_link: https://web.archive.org/web/20240514194249/https://docs.google.com/forms/d/e/1FAIpQLSe9bXTjHlxV6pMcJZikeJPM7E5c2hVJvSORMKJJx1raoxchow/closedform
+  cfp: '2017-03-10 00:00:00'
+  timezone: Europe/Kiev
+  place: Lviv City, Ukraine
+  start: 2017-04-08
+  end: 2017-04-09
+  finaid: https://web.archive.org/web/20240514194243/https://docs.google.com/forms/d/e/1FAIpQLSeCcOQ9XBtd9-Y1_lt-KeQyDeR9OxryB4Ak0UJpwQLAF_n3KQ/viewform
+  sub: PY
+  location:
+  - title: PyCon Ukraine 2017
+    latitude: 49.84823555
+    longitude: 24.010960304611388
+
 - conference: PyCon Ukraine
   alt_name: PyCon UA
   year: 2016
@@ -1896,6 +2335,19 @@
     latitude: 50.4500336
     longitude: 30.5241361
 
+- conference: PyCon UK
+  year: 2017
+  link: https://web.archive.org/web/20171023090724/http://2017.pyconuk.org/
+  cfp: '2017-08-10 23:59:00'
+  place: Cardiff, UK
+  start: 2017-10-26
+  end: 2017-10-30
+  sub: PY
+  location:
+  - title: PyCon UK 2017
+    latitude: 51.4816546
+    longitude: -3.1791934
+
 - conference: PyCon UK
   year: 2016
   link: https://web.archive.org/web/20160915163722/http://2016.pyconuk.org/
@@ -2039,6 +2491,20 @@
     latitude: 52.4796992
     longitude: -1.9026911
 
+- conference: PyCon Taiwan
+  alt_name: PyCon TW
+  year: 2017
+  link: https://web.archive.org/web/20170222053338/https://tw.pycon.org/2017/en-us/
+  cfp: '2017-03-12 23:59:00'
+  place: Taipei, Taiwan
+  start: 2017-06-09
+  end: 2017-06-12
+  sub: PY
+  location:
+  - title: PyCon Taiwan 2017
+    latitude: 25.0375198
+    longitude: 121.5636796
+
 - conference: PyCon Taiwan
   alt_name: PyCon TW
   year: 2016
@@ -2081,6 +2547,21 @@
     latitude: 25.0420743
     longitude: 121.61404600926753
 
+- conference: PyCon Sweden
+  alt_name: PyCon SE
+  year: 2017
+  link: https://web.archive.org/web/20170510015840/http://www.pycon.se/
+  cfp: '2017-06-15 23:59:00'
+  timezone: Europe/Stockholm
+  place: Stockholm, Sweden
+  start: 2017-09-06
+  end: 2017-09-06
+  sub: PY
+  location:
+  - title: PyCon Sweden 2017
+    latitude: 59.3251172
+    longitude: 18.0710935
+
 - conference: PyCon Sweden
   alt_name: PyCon SE
   year: 2016
@@ -2125,6 +2606,21 @@
     latitude: 59.3251172
     longitude: 18.0710935
 
+- conference: PyCon Spain
+  alt_name: PyCon ES
+  year: 2017
+  link: https://web.archive.org/web/20210730132833/https://2017.es.pycon.org/
+  cfp_link: https://web.archive.org/web/20171002035405/https://2017.es.pycon.org/es/blog/convocatoria-para-enviar-propuestas-pycones-2017/
+  cfp: '2017-06-08 23:59:00'
+  place: Caceres, Spain
+  start: 2017-09-22
+  end: 2017-09-25
+  sub: PY
+  location:
+  - title: PyCon Spain 2017
+    latitude: 39.759172500000005
+    longitude: -6.1379457147709005
+
 - conference: PyCon Spain
   alt_name: PyCon ES
   year: 2016
@@ -2183,6 +2679,20 @@
     latitude: 40.4167047
     longitude: -3.7035825
 
+- conference: PyCon South Korea
+  alt_name: PyCon Korea
+  year: 2017
+  link: http://web.archive.org/web/20170304011806/https://www.pycon.kr/2017/
+  cfp: '2017-05-27 23:59:00'
+  place: Seoul, South Korea
+  start: 2017-08-12
+  end: 2017-08-15
+  sub: PY
+  location:
+  - title: PyCon South Korea 2017
+    latitude: 37.5666791
+    longitude: 126.9782914
+
 - conference: PyCon South Korea
   alt_name: PyCon KR
   year: 2015
@@ -2211,6 +2721,21 @@
     latitude: 37.5666791
     longitude: 126.9782914
 
+- conference: PyCon South Africa
+  alt_name: PyCon ZA
+  year: 2017
+  link: https://web.archive.org/web/20170801125832/https://za.pycon.org/
+  cfp_link: https://web.archive.org/web/20210815075207/https://2017.za.pycon.org/archived/submit-talk/
+  cfp: '2017-10-01 23:59:00'
+  place: Cape Town, South Africa
+  start: 2017-10-04
+  end: 2017-10-08
+  sub: PY
+  location:
+  - title: PyCon South Africa 2017
+    latitude: -33.928992
+    longitude: 18.417396
+
 - conference: PyCon South Africa
   alt_name: PyCon ZA
   year: 2016
@@ -2283,6 +2808,21 @@
     latitude: -33.928992
     longitude: 18.417396
 
+- conference: PyCon Slovakia
+  alt_name: PyCon SK
+  year: 2017
+  link: https://web.archive.org/web/20170306082548/http://www.pycon.sk/2017/
+  cfp_link: https://web.archive.org/web/20220124234710/https://2017.pycon.sk/cfp/
+  cfp: '2017-02-14 23:59:00'
+  place: Bratislava, Slovakia
+  start: 2017-03-10
+  end: 2017-03-12
+  sub: PY
+  location:
+  - title: PyCon Slovakia 2017
+    latitude: 48.1516988
+    longitude: 17.1093063
+
 - conference: PyCon Slovakia
   alt_name: PyCon SK
   year: 2016
@@ -2364,6 +2904,19 @@
     latitude: 43.4458896
     longitude: 39.9326404
 
+- conference: PyCon Russia
+  year: 2017
+  link: https://web.archive.org/web/20170712000437/http://pycon.ru/2017/en/
+  cfp: '2017-05-11 23:59:00'
+  place: Kaluga Oblast, Russia
+  start: 2017-07-16
+  end: 2017-07-17
+  sub: PY
+  location:
+  - title: PyCon Russia 2017
+    latitude: 54.4382773
+    longitude: 35.5272854
+
 - conference: PyCon Russia
   year: 2015
   link: https://web.archive.org/web/20150930220556/http://pycon.ru/2015/en/
@@ -2403,6 +2956,33 @@
     latitude: 56.839104
     longitude: 60.60825
 
+- conference: PyCon Pune
+  year: 2017
+  link: https://web.archive.org/web/20170207210807/http://pune.pycon.org/
+  cfp: '2017-11-30 23:59:00'
+  place: Pune, India
+  start: 2017-02-16
+  end: 2017-02-19
+  sub: PY
+  location:
+  - title: PyCon Pune 2017
+    latitude: 18.52930005
+    longitude: 73.85682537025511
+
+- conference: PyCon Poland
+  alt_name: PyCon PL
+  year: 2017
+  link: https://web.archive.org/web/20170701211408/https://pl.pycon.org/2017/index_en.html
+  cfp: '2017-05-31 23:59:59'
+  place: Ossa, Poland
+  start: 2017-08-17
+  end: 2017-08-20
+  sub: PY
+  location:
+  - title: PyCon Poland 2017
+    latitude: 51.8151645
+    longitude: 20.3859912
+
 - conference: PyCon Poland
   alt_name: PyCon PL
   year: 2016
@@ -2516,6 +3096,20 @@
     latitude: 50.0955793
     longitude: 18.5419933
 
+- conference: PyCon Philippines
+  alt_name: PyCon PH
+  year: 2017
+  link: https://web.archive.org/web/20171019052320/https://pycon.python.ph/
+  cfp: '2016-11-30 23:59:00'
+  place: Cagayan de Oro City, Philippines
+  start: 2017-02-25
+  end: 2017-02-26
+  sub: PY
+  location:
+  - title: PyCon Philippines 2017
+    latitude: 8.4756417
+    longitude: 124.6421532
+
 - conference: PyCon Philippines
   alt_name: PyCon PH
   year: 2016
@@ -2574,6 +3168,46 @@
     latitude: 14.63989835
     longitude: 121.07819518938447
 
+- conference: PyCon Pakistan
+  year: 2017
+  link: https://web.archive.org/web/20171219132009/http://pycon.pk/
+  cfp: '2017-08-25 23:59:00'
+  place: Lahore, Pakistan
+  start: 2017-12-16
+  end: 2017-12-16
+  sub: PY
+  location:
+  - title: PyCon Pakistan 2017
+    latitude: 31.5656822
+    longitude: 74.3141829
+
+- conference: PyCon Nigeria
+  year: 2017
+  link: https://web.archive.org/web/20170902173538/https://pycon.ng/
+  cfp: None
+  place: Lagos, Nigeria
+  start: 2017-09-15
+  end: 2017-09-17
+  sub: PY
+  location:
+  - title: PyCon Nigeria 2017
+    latitude: 6.4550575
+    longitude: 3.3941795
+
+- conference: PyCon Namibia
+  alt_name: PyCon NA
+  year: 2017
+  link: https://web.archive.org/web/20161121113217/https://na.pycon.org/
+  cfp: '2016-12-30 23:59:00'
+  place: Windhoek, Namibia
+  start: 2017-02-21
+  end: 2017-02-23
+  sub: PY
+  location:
+  - title: PyCon Namibia 2017
+    latitude: -22.611456150000002
+    longitude: 17.05860104184979
+
 - conference: PyCon Namibia
   alt_name: PyCon NA
   year: 2016
@@ -2649,6 +3283,34 @@
     latitude: 54.6870458
     longitude: 25.2829111
 
+- conference: PyCon Kenya
+  year: 2017
+  link: https://web.archive.org/web/20170929035432/http://www.pycon.or.ke/
+  cfp_link: https://web.archive.org/web/20170929042034/http://www.pycon.or.ke/call_for_proposals
+  cfp: '2017-05-31 23:59:00'
+  place: Nairobi, Kenya
+  start: 2017-09-28
+  end: 2017-09-30
+  sub: PY
+  location:
+  - title: PyCon Kenya 2017
+    latitude: -1.2136405
+    longitude: 36.87930533266044
+
+- conference: PyCon Japan
+  alt_name: PyCon JP
+  year: 2017
+  link: https://web.archive.org/web/20171017043010/https://pycon.jp/2017/en/
+  cfp: '2017-06-19 23:59:00'
+  place: Tokyo, Japan
+  start: 2017-09-07
+  end: 2017-09-10
+  sub: PY
+  location:
+  - title: PyCon Japan 2017
+    latitude: 35.718741949999995
+    longitude: 139.73118058112317
+
 - conference: PyCon Japan
   alt_name: PyCon JP
   year: 2016
@@ -2705,6 +3367,20 @@
     latitude: 35.718741949999995
     longitude: 139.73118058112317
 
+- conference: PyCon Jamaica
+  year: 2017
+  link: https://web.archive.org/web/20171009190334/http://www.pycon.org.jm/
+  cfp_link: https://web.archive.org/web/20170911050449/http://www.pycon.org.jm/apply
+  cfp: None
+  place: Kingston, Jamaica
+  start: 2017-11-16
+  end: 2017-11-19
+  sub: PY
+  location:
+  - title: PyCon Jamaica 2017
+    latitude: 17.9712148
+    longitude: -76.7928128
+
 - conference: PyCon Jamaica
   year: 2016
   link: https://web.archive.org/web/20180624093101/http://pythonjam.org.jm/conference-2016
@@ -2718,6 +3394,20 @@
     latitude: 17.9712148
     longitude: -76.7928128
 
+- conference: PyCon Italia
+  alt_name: PyCon Italy
+  year: 2017
+  link: https://web.archive.org/web/20180407235829/https://www.pycon.it/en/
+  cfp: '2017-01-07 23:59:00'
+  place: Florence, Italy
+  start: 2017-04-06
+  end: 2017-04-09
+  sub: PY
+  location:
+  - title: PyCon Italia 2017
+    latitude: 40.038064
+    longitude: 18.4633105
+
 - conference: PyCon Italia
   alt_name: PyCon Italy
   year: 2016
@@ -2821,6 +3511,19 @@
     latitude: 40.038064
     longitude: 18.4633105
 
+- conference: PyCon Israel
+  year: 2017
+  link: https://web.archive.org/web/20170315123043/http://il.pycon.org/
+  cfp: '2017-04-01 23:59:00'
+  place: Ramat Gan, Israel
+  start: 2017-06-11
+  end: 2017-06-14
+  sub: PY
+  location:
+  - title: PyCon Israel 2017
+    latitude: 32.0686867
+    longitude: 34.8246812
+
 - conference: PyCon Israel
   year: 2016
   link: https://web.archive.org/web/20160315123043/http://il.pycon.org/
@@ -2834,6 +3537,21 @@
     latitude: 32.10050375
     longitude: 34.826677554304695
 
+- conference: PyCon Ireland
+  alt_name: PyCon IE
+  year: 2017
+  link: https://web.archive.org/web/20171025025454/http://pyconie17.python.ie/
+  cfp: '2017-08-15 23:59:59'
+  timezone: Europe/Dublin
+  place: Dublin, Ireland
+  start: 2017-10-21
+  end: 2017-10-22
+  sub: PY
+  location:
+  - title: PyCon Ireland 2017
+    latitude: 53.3498006
+    longitude: -6.2602964
+
 - conference: PyCon Ireland
   alt_name: PyCon IE
   year: 2016
@@ -2940,6 +3658,20 @@
     latitude: 53.3498006
     longitude: -6.2602964
 
+- conference: PyCon Iran
+  alt_name: Iran PyCon
+  year: 2017
+  link: https://web.archive.org/web/20170208170707/http://www.pycon.ir/
+  cfp: None
+  place: Tehran, Iran
+  start: 2017-02-17
+  end: 2017-02-17
+  sub: PY
+  location:
+  - title: PyCon Iran 2017
+    latitude: 35.6892523
+    longitude: 51.3896004
+
 - conference: PyCon Iran
   alt_name: Iran PyCon
   year: 2016
@@ -2982,6 +3714,34 @@
     latitude: 35.6892523
     longitude: 51.3896004
 
+- conference: PyCon Indonesia
+  alt_name: PyCon ID
+  year: 2017
+  link: https://web.archive.org/web/20171021125731/http://pycon.id/
+  cfp: '2017-11-06 23:59:00'
+  place: Surabaya, Indonesia
+  start: 2017-12-09
+  end: 2017-12-09
+  sub: PY
+  location:
+  - title: PyCon Indonesia 2017
+    latitude: -7.2459717
+    longitude: 112.7378266
+
+- conference: PyCon India
+  year: 2017
+  link: https://web.archive.org/web/20180205164409/https://in.pycon.org/2017/
+  cfp: '2017-08-31 23:59:00'
+  timezone: Asia/Kolkata
+  place: Delhi, India
+  start: 2017-11-02
+  end: 2017-11-05
+  sub: PY
+  location:
+  - title: PyCon India 2017
+    latitude: 28.6273928
+    longitude: 77.1716954
+
 - conference: PyCon India
   year: 2016
   link: https://web.archive.org/web/20161027165711/https://in.pycon.org/2016/
@@ -3093,6 +3853,20 @@
     latitude: 12.9767936
     longitude: 77.590082
 
+- conference: PyCon Hong Kong
+  alt_name: PyCon HK
+  year: 2017
+  link: https://web.archive.org/web/20171109204310/http://pycon.hk/2017/
+  cfp: '2016-08-14 23:59:00'
+  place: Hong Kong, Hong Kong
+  start: 2017-11-04
+  end: 2017-11-05
+  sub: PY
+  location:
+  - title: PyCon Hong Kong 2017
+    latitude: 22.2793278
+    longitude: 114.1628131
+
 - conference: PyCon Hong Kong
   alt_name: PyCon HK
   year: 2016
@@ -3121,6 +3895,22 @@
     latitude: 22.2793278
     longitude: 114.1628131
 
+- conference: PyCon Germany
+  alt_name: PyCon DE
+  year: 2017
+  link: https://web.archive.org/web/20171030134448/https://de.pycon.org/
+  cfp_link: https://web.archive.org/web/20190329183841/https://www.papercall.io/pyconde2017
+  cfp: '2017-08-06 23:59:00'
+  timezone: Europe/Berlin
+  place: Karlsruhe, Germany
+  start: 2017-10-25
+  end: 2017-10-27
+  sub: PY
+  location:
+  - title: PyCon Germany 2017
+    latitude: 49.0068705
+    longitude: 8.4034195
+
 - conference: PyCon Germany
   alt_name: PyCon.DE
   year: 2013
@@ -3163,6 +3953,20 @@
     latitude: 51.3406321
     longitude: 12.3747329
 
+- conference: PyCon France
+  alt_name: PyCon FR
+  year: 2017
+  link: https://web.archive.org/web/20201106161538/https://www.pycon.fr/2017/
+  cfp: '2017-07-31 23:59:00'
+  place: Toulouse, France
+  start: 2017-09-21
+  end: 2017-09-24
+  sub: PY
+  location:
+  - title: PyCon France 2017
+    latitude: 43.6044622
+    longitude: 1.4442469
+
 - conference: PyCon France
   alt_name: PyCon FR
   year: 2016
@@ -3373,6 +4177,20 @@
     latitude: 23.7644025
     longitude: 90.389015
 
+- conference: PyCon Czechia
+  alt_name: PyCon CZ
+  year: 2017
+  link: https://web.archive.org/web/20170502190107/https://cz.pycon.org/2017/
+  cfp: '2017-04-17 23:59:00'
+  place: Prague, Czechia
+  start: 2017-06-08
+  end: 2017-06-10
+  sub: PY
+  location:
+  - title: PyCon Czechia 2017
+    latitude: 50.0874654
+    longitude: 14.4212535
+
 - conference: PyCon Czechia
   alt_name: PyCon CZ
   year: 2016
@@ -3401,6 +4219,19 @@
     latitude: 49.1922443
     longitude: 16.6113382
 
+- conference: PyCon Colombia
+  year: 2017
+  link: https://web.archive.org/web/20200115024420/https://2017.pycon.co/
+  cfp: '2016-12-16 23:59:00'
+  place: Bogota, Colombia
+  start: 2017-02-10
+  end: 2017-02-11
+  sub: PY
+  location:
+  - title: PyCon Colombia 2017
+    latitude: 4.6529539
+    longitude: -74.0835643
+
 - conference: PyCon China
   year: 2016
   link: https://web.archive.org/web/20160927124755/http://cn.pycon.org/2016/
@@ -3580,6 +4411,36 @@
     latitude: 31.2323437
     longitude: 121.4691024
 
+- conference: PyCon Canada
+  year: 2018
+  link: https://web.archive.org/web/20181115030106/https://2018.pycon.ca/
+  cfp_link: https://web.archive.org/web/20180731224029/https://www.papercall.io/pyconca2018
+  cfp: '2018-09-24 04:09:00'
+  timezone: UTC
+  place: Toronto, Canada
+  start: 2017-11-09
+  end: 2017-11-13
+  sub: PY
+  location:
+  - title: PyCon Canada 2018
+    latitude: 43.6534817
+    longitude: -79.3839347
+
+- conference: PyCon Canada
+  year: 2017
+  link: https://web.archive.org/web/20171020132949/http://pycon.ca/
+  cfp_link: https://web.archive.org/web/20170727045809/https://www.papercall.io/pyconca2017
+  cfp: '2017-09-10 01:00:00'
+  timezone: America/Toronto
+  place: Montreal, Canada
+  start: 2017-11-18
+  end: 2017-11-21
+  sub: PY
+  location:
+  - title: PyCon Canada 2017
+    latitude: 45.5031824
+    longitude: -73.5698065
+
 - conference: PyCon Canada
   year: 2016
   link: https://web.archive.org/web/20161026030925/https://2016.pycon.ca/en/
@@ -3635,6 +4496,32 @@
     latitude: 43.6534817
     longitude: -79.3839347
 
+- conference: PyCon Cameroon
+  year: 2017
+  link: https://web.archive.org/web/20171005042303/http://pythoncm.org/
+  cfp: None
+  place: Molyko Buea, Cameroon
+  start: 2017-01-20
+  end: 2017-01-22
+  sub: PY
+  location:
+  - title: PyCon Cameroon 2017
+    latitude: 4.1591154
+    longitude: 9.2805172
+
+- conference: PyCon Belarus
+  year: 2017
+  link: https://web.archive.org/web/20170202114714/http://by.pycon.org/
+  cfp: None
+  place: Minsk, Belarus
+  start: 2017-02-04
+  end: 2017-02-04
+  sub: PY
+  location:
+  - title: PyCon Belarus 2017
+    latitude: 53.8901239
+    longitude: 27.5693855
+
 - conference: PyCon Belarus
   year: 2016
   link: https://web.archive.org/web/20160202114714/http://by.pycon.org/
@@ -3661,6 +4548,20 @@
     latitude: 53.8901239
     longitude: 27.5693855
 
+- conference: PyCon Australia
+  alt_name: PyCon AU
+  year: 2017
+  link: https://web.archive.org/web/20171031152126/https://2017.pycon-au.org/
+  cfp: '2017-05-07 23:59:00'
+  place: Melbourne, Australia
+  start: 2017-08-03
+  end: 2017-08-08
+  sub: PY
+  location:
+  - title: PyCon Australia 2017
+    latitude: -37.8142454
+    longitude: 144.9631732
+
 - conference: PyCon Australia
   alt_name: PyCon AU
   year: 2016
@@ -3760,6 +4661,20 @@
     latitude: -33.8751704
     longitude: 151.19974848099355
 
+- conference: PyCon Asia Pacific
+  alt_name: PyCon Malaysia
+  year: 2017
+  link: https://web.archive.org/web/20170822040840/https://pycon.my/
+  cfp: '2016-05-31 23:59:00'
+  place: Kuala Lumpur, Malaysia
+  start: 2017-08-26
+  end: 2017-08-27
+  sub: PY
+  location:
+  - title: PyCon Asia Pacific 2017
+    latitude: 4.5693754
+    longitude: 102.2656823
+
 - conference: PyCon Asia Pacific
   alt_name: PyCon South Korea
   year: 2016
@@ -3859,6 +4774,20 @@
     latitude: 1.2899175
     longitude: 103.8519072
 
+- conference: PyCon Argentina
+  alt_name: PyCon AR
+  year: 2017
+  link: https://web.archive.org/web/20171115211033/http://ar.pycon.org/
+  cfp: '2017-08-31 23:59:00'
+  place: Córdoba, Argentina
+  start: 2017-11-17
+  end: 2017-11-19
+  sub: PY
+  location:
+  - title: PyCon Argentina 2017
+    latitude: -31.4166867
+    longitude: -64.1834193
+
 - conference: PyCon Argentina
   alt_name: PyCon AR
   year: 2016
@@ -3901,6 +4830,20 @@
     latitude: -34.6037181
     longitude: -58.38153
 
+- conference: PyCon Amazônia
+  year: 2017
+  link: https://web.archive.org/web/20170816034502/http://amazonia.python.org.br/
+  cfp_link: https://speakerfight.com/events/pycon-amazonia-2017/
+  cfp: '2016-11-30 12:49:00'
+  place: Manaus, Brazil
+  start: 2017-08-12
+  end: 2017-08-13
+  sub: PY
+  location:
+  - title: PyCon Amazônia 2017
+    latitude: -3.1316333
+    longitude: -59.9825041
+
 - conference: PyCaribbean
   year: 2016
   link: https://web.archive.org/web/20160211053513/http://pycaribbean.com/
@@ -3940,6 +4883,19 @@
     latitude: 15.81527075
     longitude: 74.48744361563915
 
+- conference: PyBay
+  year: 2017
+  link: https://web.archive.org/web/20170811130121/http://pybay.com/
+  cfp: '2017-06-16 23:59:00'
+  place: San Francisco, USA
+  start: 2017-08-10
+  end: 2017-08-13
+  sub: PY
+  location:
+  - title: PyBay 2017
+    latitude: 37.7681571
+    longitude: -122.392929
+
 - conference: PyBay
   year: 2016
   link: https://web.archive.org/web/20160819153259/http://www.pybay.com/
@@ -3953,6 +4909,19 @@
     latitude: 37.7681571
     longitude: -122.392929
 
+- conference: Plone Conference
+  year: 2017
+  link: https://web.archive.org/web/20171001015152/https://2017.ploneconf.org/
+  cfp: '2016-09-28 23:59:00'
+  place: Barcelona, Spain
+  start: 2017-10-16
+  end: 2017-10-22
+  sub: WEB
+  location:
+  - title: Plone Conference 2017
+    latitude: 41.3828939
+    longitude: 2.1774322
+
 - conference: Plone Conference
   year: 2016
   link: https://web.archive.org/web/20170409210135/https://2016.ploneconf.org/
@@ -4140,6 +5109,20 @@
     latitude: 29.9759983
     longitude: -90.0782127
 
+- conference: Piter Py
+  alt_name: Piter Py \#4
+  year: 2017
+  link: https://web.archive.org/web/20171209200602/https://it-events.com/events/8527
+  cfp: None
+  place: Crowne Plaza St. Petersburg Airport, 196210
+  start: 2017-11-03
+  end: 2017-11-04
+  sub: PY
+  location:
+  - title: Piter Py 2017
+    latitude: 59.8060977
+    longitude: 30.3162358
+
 - conference: Piter Py
   alt_name: Piter Py \#3
   year: 2016
@@ -4182,6 +5165,46 @@
     latitude: 59.9606739
     longitude: 30.1586551
 
+- conference: North Bay Python
+  year: 2017
+  link: https://web.archive.org/web/20170812223449/http://www.northbaypython.org/
+  cfp: '2017-09-29 23:59:00'
+  place: Petaluma, USA
+  start: 2017-12-02
+  end: 2017-12-03
+  sub: PY
+  location:
+  - title: North Bay Python 2017
+    latitude: 38.2325829
+    longitude: -122.636465
+
+- conference: MUPy
+  year: 2017
+  link: https://web.archive.org/web/20240218045738/https://pypals.org/mupy
+  cfp: None
+  place: Manipal Institute of Technology, India
+  start: 2017-10-21
+  end: 2017-10-23
+  sub: PY
+  location:
+  - title: MUPy 2017
+    latitude: 13.347776849999999
+    longitude: 74.79299358008947
+
+- conference: Kiwi PyCon
+  alt_name: PyCon NZ
+  year: 2017
+  link: https://web.archive.org/web/20171212164132/https://python.nz/
+  cfp: '2017-09-08 23:59:00'
+  place: Auckland, New Zealand
+  start: 2017-12-02
+  end: 2017-12-03
+  sub: PY
+  location:
+  - title: Kiwi PyCon 2017
+    latitude: -36.5412811
+    longitude: 174.5506104914412
+
 - conference: Kiwi PyCon
   alt_name: PyCon NZ
   year: 2016
@@ -4294,6 +5317,33 @@
     latitude: -43.530955
     longitude: 172.6364343
 
+- conference: JupyterCon
+  year: 2017
+  link: https://web.archive.org/web/20170821152555/https://conferences.oreilly.com/jupyter/jup-ny
+  cfp: '2017-03-06 23:59:00'
+  place: New York, USA
+  start: 2017-08-22
+  end: 2017-08-25
+  twitter: jupyterCon
+  sub: DATA
+  location:
+  - title: JupyterCon 2017
+    latitude: 40.7127281
+    longitude: -74.0060152
+
+- conference: GeoPython
+  year: 2017
+  link: https://web.archive.org/web/20170521201837/http://2017.geopython.net/
+  cfp: '2017-02-15 23:59:00'
+  place: Basel, Switzerland
+  start: 2017-05-08
+  end: 2017-05-10
+  sub: GEO
+  location:
+  - title: GeoPython 2017
+    latitude: 47.3615882
+    longitude: 7.354445
+
 - conference: GeoPython
   year: 2016
   link: https://web.archive.org/web/20160416025408/http://www.geopython.net/
@@ -4307,6 +5357,20 @@
     latitude: 47.3615882
     longitude: 7.354445
 
+- conference: FOSDEM
+  alt_name: Python Devroom @ FOSDEM
+  year: 2017
+  link: https://web.archive.org/web/20170204031111/https://fosdem.org/2017/schedule/track/python/
+  cfp: '2016-12-02 23:59:00'
+  place: Brussels, Belgium
+  start: 2017-02-04
+  end: 2017-02-05
+  sub: PY
+  location:
+  - title: FOSDEM 2017
+    latitude: 50.8465573
+    longitude: 4.351697
+
 - conference: FOSDEM
   alt_name: Python Devroom @ FOSDEM
   year: 2016
@@ -4390,6 +5454,33 @@
     latitude: 40.7127281
     longitude: -74.0060152
 
+- conference: FEniCS
+  year: 2017
+  link: https://fenicsproject.org/fenics17/
+  cfp: '2017-04-26 23:59:00'
+  place: Luxembourg, Luxembourg
+  start: 2017-06-12
+  end: 2017-06-14
+  sub: DATA
+  location:
+  - title: FEniCS 2017
+    latitude: 49.6112768
+    longitude: 6.129799
+
+- conference: EuroSciPy
+  year: 2017
+  link: https://web.archive.org/web/20170828124453/https://www.euroscipy.org/2017/
+  cfp: '2017-06-24 00:00:00'
+  cfp_ext: '2017-07-02 00:00:00'
+  place: Erlangen, Germany
+  start: 2017-08-28
+  end: 2017-09-01
+  sub: SCIPY
+  location:
+  - title: EuroSciPy 2017
+    latitude: 49.5928616
+    longitude: 11.0056
+
 - conference: EuroSciPy
   year: 2016
   link: https://web.archive.org/web/20160405221156/https://www.euroscipy.org/2016/
@@ -4497,6 +5588,20 @@
     latitude: 51.3406321
     longitude: 12.3747329
 
+- conference: EuroPython
+  year: 2017
+  link: https://web.archive.org/web/20170316094425/http://ep2017.europython.eu/
+  cfp: '2017-04-16 23:59:00'
+  cfp_ext: '2017-04-23 23:59:00'
+  place: Rimini, Italy
+  start: 2017-07-09
+  end: 2017-07-16
+  sub: PY
+  location:
+  - title: EuroPython 2017
+    latitude: 43.946503899999996
+    longitude: 12.631031715742981
+
 - conference: EuroPython
   year: 2016
   link: https://web.archive.org/web/20160129180633/http://ep2016.europython.eu/
@@ -4709,6 +5814,20 @@
     latitude: 50.4116233
     longitude: 4.444528
 
+- conference: DjangoCong
+  alt_name: Rencontres django
+  year: 2017
+  link: https://web.archive.org/web/20170722083141/http://rencontres.django-fr.org/2017/
+  cfp: '2017-01-15 23:59:00'
+  place: Toulon, France
+  start: 2017-03-31
+  end: 2017-04-02
+  sub: WEB
+  location:
+  - title: Rencontres django 2017
+    latitude: 43.1257311
+    longitude: 5.9304919
+
 - conference: DjangoCong
   alt_name: Rencontres django
   year: 2016
@@ -4779,6 +5898,19 @@
     latitude: 43.2961743
     longitude: 5.3699525
 
+- conference: DjangoCon US
+  year: 2017
+  link: https://web.archive.org/web/20170723003650/https://2017.djangocon.us/
+  cfp: '2017-04-10 23:59:00'
+  place: Spokane, USA
+  start: 2017-08-13
+  end: 2017-08-18
+  sub: WEB
+  location:
+  - title: DjangoCon US 2017
+    latitude: 47.6571934
+    longitude: -117.42351
+
 - conference: DjangoCon US
   year: 2015
   link: https://web.archive.org/web/20150906032808/https://2015.djangocon.us/
@@ -4897,6 +6029,19 @@
     latitude: 43.6044622
     longitude: 1.4442469
 
+- conference: DjangoCon Europe
+  year: 2017
+  link: https://web.archive.org/web/20201108120856/https://2017.djangocon.eu/auth/login/
+  cfp: '2016-12-31 23:59:00'
+  place: Florence, Italy
+  start: 2017-04-03
+  end: 2017-04-07
+  sub: WEB
+  location:
+  - title: DjangoCon Europe 2017
+    latitude: 40.038064
+    longitude: 18.4633105
+
 - conference: DjangoCon Europe
   year: 2015
   link: https://web.archive.org/web/20150621212217/http://2015.djangocon.eu/
@@ -4975,3 +6120,17 @@
   - title: DjangoCon Europe 2010
     latitude: 52.5170365
     longitude: 13.3888599
+
+- conference: DjangoCon Australia
+  alt_name: DjangoCon AU
+  year: 2017
+  link: https://web.archive.org/web/20170508100008/https://2017.djangocon.com.au/
+  cfp: '2017-05-07 23:59:00'
+  place: Melbourne, Australia
+  start: 2017-08-04
+  end: 2017-08-08
+  sub: WEB
+  location:
+  - title: DjangoCon Australia 2017
+    latitude: -37.8142454
+    longitude: 144.9631732