In [2]:
api_key= "xwddfwP2mHc4fObGG4EjsuOSl"
api_secret= "cye8u0lG0yb5kUu9d2yRdGjTB1GxriQCOhhvdXnBopAEYuySdH"
access_token="628782053-glNRNbPEhUllIGRj4nWajvMMwOhGPPVbCqLwIACd"
token_secret="052VRVkB1LPRXsPnjwajxSc8i8vY2Zmp7z3XLJRqyaiwv"

In [3]:
!pip3 install twython


Requirement already satisfied (use --upgrade to upgrade): twython in /usr/local/lib/python3.5/site-packages
Requirement already satisfied (use --upgrade to upgrade): requests>=2.1.0 in /usr/local/lib/python3.5/site-packages (from twython)
Requirement already satisfied (use --upgrade to upgrade): requests-oauthlib>=0.4.0 in /usr/local/lib/python3.5/site-packages (from twython)
Requirement already satisfied (use --upgrade to upgrade): oauthlib>=0.6.2 in /usr/local/lib/python3.5/site-packages (from requests-oauthlib>=0.4.0->twython)

In [4]:
import twython

twitter=twython.Twython(api_key, api_secret, access_token, token_secret)

In [5]:
#search method, for all the methods in python, they all take named parameter
response=twitter.search(q="data journalism",result_type="recent",count=20)

In [6]:
#a json object
response


Out[6]:
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    'text': 'خريطة لكل سيارة مفخخة انفجرت في #بغداد منذ ٢٠٠٣\nhttps://t.co/Y0DEzQ0xjO @akhbar https://t.co/qVRxZNSlXz',
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   'source': '<a href="http://twitter.com/download/iphone" rel="nofollow">Twitter for iPhone</a>',
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   'text': '@Morning_Joe https://t.co/ICLU4DihSK',
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    'description': 'I critique HRC from the left. Not a Trump supporter.         Globe-trekking non-linear writer/political activist/ popular culture critic',
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    'lang': 'en',
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    'screen_name': 'lunadyana',
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  {'contributors': None,
   'coordinates': None,
   'created_at': 'Thu Jul 07 10:11:17 +0000 2016',
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    'urls': [],
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   'favorited': False,
   'geo': None,
   'id': 750995595981103104,
   'id_str': '750995595981103104',
   'in_reply_to_screen_name': None,
   'in_reply_to_status_id': None,
   'in_reply_to_status_id_str': None,
   'in_reply_to_user_id': None,
   'in_reply_to_user_id_str': None,
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   'lang': 'en',
   'metadata': {'iso_language_code': 'en', 'result_type': 'recent'},
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   'retweeted': False,
   'source': '<a href="http://cheapbotsdonequick.com" rel="nofollow">Cheap Bots, Done Quick!</a>',
   'text': "Biggest leak in the history of data journalism just went live, and it's about Jack White playing a trombone.",
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    'description': 'I used to work for the government. Now I work for peanuts.',
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  {'contributors': None,
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In [7]:
type(response)


Out[7]:
dict

In [8]:
response.keys()


Out[8]:
dict_keys(['search_metadata', 'statuses'])

In [9]:
response['search_metadata']


Out[9]:
{'completed_in': 0.057,
 'count': 20,
 'max_id': 751057620333694976,
 'max_id_str': '751057620333694976',
 'next_results': '?max_id=750991775268016127&q=data%20journalism&count=20&include_entities=1&result_type=recent',
 'query': 'data+journalism',
 'refresh_url': '?since_id=751057620333694976&q=data%20journalism&result_type=recent&include_entities=1',
 'since_id': 0,
 'since_id_str': '0'}

In [10]:
type(response['statuses'])# statuses is a list of tweet object


Out[10]:
list

In [11]:
type(response['statuses'][0])


Out[11]:
dict

In [12]:
first=response['statuses'][0]

In [13]:
first.keys()


Out[13]:
dict_keys(['coordinates', 'place', 'favorited', 'retweet_count', 'possibly_sensitive', 'text', 'in_reply_to_user_id_str', 'in_reply_to_status_id_str', 'id_str', 'metadata', 'retweeted', 'entities', 'created_at', 'lang', 'id', 'geo', 'in_reply_to_screen_name', 'truncated', 'favorite_count', 'in_reply_to_status_id', 'user', 'is_quote_status', 'in_reply_to_user_id', 'contributors', 'source'])

In [14]:
first['text']


Out[14]:
"The Modern News Consumer - Digital innovation has had a major impact on the public's news habits. How have thes... https://t.co/Ml5y9PJ28Y"

In [15]:
first['user']


Out[15]:
{'contributors_enabled': False,
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 'default_profile': False,
 'default_profile_image': False,
 'description': 'Freelance Data Scientist - Proud Data_Nerd. RT does not equal endorsement - Love sharing info about data analytics! https://t.co/9HlSMRIKEV',
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 'id': 119802433,
 'id_str': '119802433',
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 'is_translator': False,
 'lang': 'en',
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 'location': 'Louisville, Kentucky',
 'name': 'Carla Gentry',
 'notifications': False,
 'profile_background_color': '6F6F94',
 'profile_background_image_url': 'http://pbs.twimg.com/profile_background_images/367086011/chicago-skyline-at-nightist.jpg',
 'profile_background_image_url_https': 'https://pbs.twimg.com/profile_background_images/367086011/chicago-skyline-at-nightist.jpg',
 'profile_background_tile': True,
 'profile_banner_url': 'https://pbs.twimg.com/profile_banners/119802433/1402422076',
 'profile_image_url': 'http://pbs.twimg.com/profile_images/563828727306391552/Jxxp_Nar_normal.jpeg',
 'profile_image_url_https': 'https://pbs.twimg.com/profile_images/563828727306391552/Jxxp_Nar_normal.jpeg',
 'profile_link_color': '0048FF',
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 'profile_use_background_image': True,
 'protected': False,
 'screen_name': 'data_nerd',
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 'time_zone': 'Eastern Time (US & Canada)',
 'url': 'https://t.co/L9M6kSAyPF',
 'utc_offset': -14400,
 'verified': False}

In [16]:
first['user']['screen_name']


Out[16]:
'data_nerd'

In [17]:
for item in response['statuses']:
    print(item['user']['screen_name'],"-",item['text'])


data_nerd - The Modern News Consumer - Digital innovation has had a major impact on the public's news habits. How have thes... https://t.co/Ml5y9PJ28Y
fiscooggi - Data Journalism - Vincere contro Equitalia si può, ma valutate bene i ricorsi https://t.co/YT2ZweeFFr
DrAmir_0078 - https://t.co/l7w4QV7EQH 

يستحق الحفظ و #ريتويت ...  مع خريطة تفاعلية لكل الحالات الإجرامية بما فيها الإرهاب ...  عمل بحثي ! 
#العراق
clarafoska - RT @IJNet: .@utknightcenter's free online course for Spanish speakers ft. @spcrucianelli. You'll learn #datajournalism basics: https://t.co…
portal_com - Miami conference to explore intersection of data journalism and digital humanities... https://t.co/Tcu6h3C9rg
MikeRuney - This @reason piece on how the US doesn't have a race problem is the worst faux data-journalism I've seen in my life

https://t.co/G74UkNtVsq
FmaldonadoF - RT @journalismnews: The question publishers need to answer to determine their data strategy
https://t.co/zINsBJFGb3 https://t.co/ZENW4Fn9rA
oohrip - @PetiteFanfare le data-journalism, c'est moche.
macharoesink - RT @ionicasmeets: Correctie: het zijn doden (niet bommen). 
Bron: https://t.co/IVUmoKCcUs https://t.co/nS1HVQqdgg
ddj_rr - Data Is Plural — 2016.07.06 edition https://t.co/44w0HstDX3
code4sa - RT @ICFJ: .@ICFJKnight Fellow @SoapSudTycoon visited our office to discuss @code4sa’s data journalism academy &amp; more: https://t.co/oYUdGdTo…
dannysanchez - RT @lendegroot: Great lineup at the Data Journalism Symposium at UM. Hope I can make it. https://t.co/B3OASFYanM https://t.co/fCdcaAqkc3
halfeatenmind - How to create data-centric, interactive web pages with Silk https://t.co/19LACGWEGZ
DaneMeech - @mjd1735 @jpublik @harryfear https://t.co/QNXt0pcIIm here you are, apparently it's deaths not car bombs. Still horrific, though
starl3n - @jacksongs you might be interested in this submission I put up last year :) https://t.co/YoLeIbZHX1
jstanl - What the Fox Knows - @NateSilver538's explanation of spirit behind @FiveThirtyEight's approach to journalism #data https://t.co/BuTjNYldSC
xox999xoxr - RT @JenanAlAan: خريطة لكل سيارة مفخخة انفجرت في #بغداد منذ ٢٠٠٣
https://t.co/Y0DEzQ0xjO @akhbar https://t.co/qVRxZNSlXz
lunadyana - @Morning_Joe https://t.co/ICLU4DihSK
squidwrdsnowden - Biggest leak in the history of data journalism just went live, and it's about Jack White playing a trombone.
NathanFrancis__ - Horrific &gt; #Wikileaks #Iraq #datajournalism maps every death https://t.co/ID2S7iZF5E #Chilcot #DataVisualization

In [18]:
response=twitter.search(q="data journalism",
                        result_type="recent",
                        geocode="40.807474,-73.963256,4mi",
                        count=100)

In [19]:
len(response['statuses'])


Out[19]:
6

In [20]:
for item in response['statuses']:
    print("http://twitter.com/" + item['user']['screen_name'])


http://twitter.com/Sash_Marguerite
http://twitter.com/RealRakhmetov
http://twitter.com/pminozzo
http://twitter.com/hscott61
http://twitter.com/DickensOlewe
http://twitter.com/cunyjschool

In [21]:
response=twitter.get_user_timeline(screen_name="horse_ebooks",count=100,include_rts=False,exclude_replies=True)

In [22]:
for item in response:
    print(item['text'])


Bear Stearns Bravo
(213) 444 0102
http://t.co/fFjVzCrTrZ
I m going to outline 14 different ways that I ve found you
The real goal of any talk or speech
All Star Personal Trainers http://t.co/5dcCqnMvVG
to discourage you by telling
space in your house How to sell faster than your neighbors How to make a strategic use
-And Gain Power By Learning Ways To Become Peaceful
This is a very special technique that I have never seen
Turn Eye Appeal Into Buy Appeal http://t.co/F6hrzPvxdG
One of the greatest barriers to making the sale is your prospect s natural
Don t stubbornly
process from preparation, through to delivery.
principle to work to make more money while having more fun. Unlucky people
Learn to Trade Markets http://t.co/oQfel4MvC0
And practical explanations
Then I decided to try an experiment and put all of my hard work to the test. The next morning I got up and walked straight to my computer..
In less than three weeks you can be looking at things differently, more creatively, if you
Why many people achieve very little despite spending most of their time
Conversational Japanese Video Course http://t.co/pFpT5DMKf0
How many times have you wished you were strong enough to concentrate your mind,
displayed are all for right-handers? I ll show
your daily life, and also in difficult and trying situations.
face year
One Hundred and One Patchwork Patterns http://t.co/29fXVfYG2W
The interviews can be shorter since you would have many
We both have discussed, researched heavily
of the court again once you ve
The &amp;quot;Battle Tested&amp;quot; Technique The &amp;quot;Swap Me&amp;quot; Technique The &amp;quot;Prize
Miracle Mind Manifesting Program http://t.co/j7nlDXPmJA
I have personally used this technique to break many memory
AND BURNED BY UNSCRUPULOUS BUSINESSES MORE TIMES
breath, and vice versa. How many of the common things I and others thought we were doing
and how often they hear it.
Essays for Undergraduate Programs http://t.co/ZBoTONj6pW
No circus act lifts or beach body workouts.
Overheads are low, usually just
Discussion
another place would tell
Do these simple things, and you are guaranteed to keep your license (or regret it
Getting Started In Auto Sales http://t.co/EhQQcWVpeX
But that s just basic
This sounds like the beginning of a brutal experience, that I personally
and more SECURE FUTURE
and more! Start raising your self-esteem today!
Saving On Cleaning Supplies http://t.co/lDpswspwND
term effects Packaging
All the various circumstances you might encounter when turning
New cars, clothes,
wild don t diet, and neither should you.
Discover new tactics to solve your computer problems http://t.co/uYsv65V704
and that geological significance should not be lost in the search for more and more
Life style strategies to support your youthful memory.
&amp;amp; visual perception, Memory,
attention to more and more comforts to make your
Essenial Guide to Lasting Pain Relief http://t.co/V9f3mrahuL
remember and fun to share.
Novice and seasoned tomato growers alike find this section invaluable, as it contains everything you
Even The Best Won t
Culture Revealed.
And for many, it does both.
Vertical Jump Training Program http://t.co/FAuzhDHKAq
I am not sure of his feelings and I would
What value could
.RAVEL. .RAVEL. .RAVEL. .RAVEL. .RAVEL. .RAVEL. .RAVEL. .RAVEL. GRADING AND GRAVEL. .RADING AND GRAVEL. GRAVEL. GRADING AND GRAVEL. TOTAL
What if you could do the very
Decorate With Wallpaper http://t.co/lWdeBR1lkX
are worth the attention to create a "balance".
of events get you the
In 2004, two independent dental research teams completed
Not only that, but whether you believe it (or want to believe it) the car salesmen will continue to laugh
Jet Lag Plane http://t.co/WKo6dEi6rR
Including simplified four part arrangements for the novice student and
Demand Furniture
Just look at everything that I am going
shopping format allows you to identify and measure quality of products and services. The need to
101 Money Saving Cost Cutting Tips http://t.co/iqI3mW0koA
countertops to make certain
your roses. Realize that rain water
Why you should think twice about painting the walls in your house anything
at the insights you gain about those weird, bizarre symbols in your dreams.
Lawn Mower Style Line Trimmer http://t.co/B8k2s4QEvd
to make any sales Haven t a Clue of What Makes it Happen Have problems with creativity. Have not started marketing on the net Don t have
You ll receive an over
INTRODUCTORY.--HOW WE MET. I. INTRODUCTORY.--HOW WE MET II. HOW TO TALK III. TALK IV. HOW
She knows I m a no-nonsense medical researcher who has dedicated my life to finding all-natural treatments for devastating
How to Have Healthy Hair - At Any Age http://t.co/gBFR3pzQLR
Would the person who would have to step-in know
influential ways
Enjoy hours-long
I ve created this important 15-page report to reveal the best option to preserve your wealth, secure
Love Secrets http://t.co/Vmyejvyjut
(This section can actually give you a whole new way to communicate with
at the proper time within the recuperative cycle.
When done, lightly
Are 3000 Mile Oil Changes
How to Buy Owner Financed Homes http://t.co/UlnqbKeJut
Crumbs
I d say at one point in our lives everyone

In [23]:
## cursors!

In [24]:
#all the phrase that has data journalism in them
cursor = twitter.cursor(twitter.search,q='"data journalism"-filter:retweets',count=100)
all_text=list()
for tweet in cursor:
    all_text.append(tweet['text']) #list.append(object):add an item to the end of the list
    if len(all_text)>1000:
        break#means stop returning result

In [25]:
all_text


Out[25]:
['Data Journalism - Vincere contro Equitalia si può, ma valutate bene i ricorsi https://t.co/YT2ZweeFFr',
 'https://t.co/l7w4QV7EQH \n\nيستحق الحفظ و #ريتويت ...  مع خريطة تفاعلية لكل الحالات الإجرامية بما فيها الإرهاب ...  عمل بحثي ! \n#العراق',
 'Miami conference to explore intersection of data journalism and digital humanities... https://t.co/Tcu6h3C9rg',
 "This @reason piece on how the US doesn't have a race problem is the worst faux data-journalism I've seen in my life\n\nhttps://t.co/G74UkNtVsq",
 "@PetiteFanfare le data-journalism, c'est moche.",
 "@mjd1735 @jpublik @harryfear https://t.co/QNXt0pcIIm here you are, apparently it's deaths not car bombs. Still horrific, though",
 '@jacksongs you might be interested in this submission I put up last year :) https://t.co/YoLeIbZHX1',
 '@Morning_Joe https://t.co/ICLU4DihSK',
 "Biggest leak in the history of data journalism just went live, and it's about Jack White playing a trombone.",
 'Horrific &gt; #Wikileaks #Iraq #datajournalism maps every death https://t.co/ID2S7iZF5E #Chilcot #DataVisualization',
 'Data #Journalism: A Simple Guide for #Marketers  https://t.co/uVk0C5Thmb',
 'Herramientas digitales para el periodismo de datos https://t.co/aIM93pkfwR - Online course on data journalism open [Latin America, Spain]',
 'A G G H I A C C I A N T E \nLa mappa delle autobombe su Baghdad dal 2003 a oggi… https://t.co/YJ1vGl5Sf8',
 'Data Journalism: A Simple Guide for Marketers https://t.co/imYIVM9las',
 'How Data Journalism Can Transform Your Content Marketing https://t.co/s6pw5qq9kS',
 'The latest Data Journalism! https://t.co/8Hlx9of2oZ #knightcities #mobilefirst',
 'Online course on data journalism open [Latin America, Spain] https://t.co/Ar8Qlf1Ln1 https://t.co/kKc3KgObjD',
 '@A_Gasparyan Это карта насильственных смертей с 2003 по 2009.\nБудьте аккуратнее в написании заголовков.\nhttps://t.co/eeDTKAA6wZ',
 "@CarrieTait I don't have those numbers but based on my data journalism + math skills probably 60,000+",
 '8 Fantastic Examples of Data Journalism https://t.co/hnHJDZOMR6 #bigdata #datascience',
 'Wikileaks Iraq: data journalism maps every death https://t.co/i0e7DEyYgd',
 '[PDF] "DOWNLOAD" The Data Journalism Handbook Free https://t.co/aEa6eW6BKZ #ddj #',
 'The latest Data Journalism! https://t.co/opvpjIJRyX Thanks to @infogram @guidodeckstein @NDBS_events #datacenter #cloud',
 'The latest Data Journalism! https://t.co/t1DPeRtSij Thanks to @infogram @guidodeckstein @NDBS_events #datacenter #cloud',
 'The latest Data Journalism! https://t.co/I7OeKkLq2S Thanks to @infogram @guidodeckstein @NDBS_events #datacenter #cloud',
 '#interessant Mexico, buurland USA. In Mexico stad alleen al zijn duizenden spoorloos https://t.co/UxG9ZSmhxe',
 "Biggest leak in the history of data journalism just went live, and it's about The Zodiac Killer.",
 "L'un des problèmes majeurs pointés par Human Rights Watch : le data-journalism sur Snapchat",
 "LatAm + Spanish journos can take @utknightcenter's free online course. @spcrucianelli will offer lessons in #ddj: https://t.co/Kozn3Jojpk",
 "@AlecJRoss We've also launched a new data journalism website with @whipboard - would love for your thoughts, help getting it off the ground!",
 '8 Fantastic Examples of Data Journalism https://t.co/s1Xc6cJrjA #bigdata #datascience',
 'How one Mexican data team uncovered the story of 4,000 missing women https://t.co/LjFJibuHkd',
 'Does also log, export noise data in dB. Useful for experiments in data journalism classrooms? QoL studies? https://t.co/vDFClXSNWx',
 '@emmettrensin data journalism on which data journalists are worthless.',
 '@iraqiblogger https://t.co/Xa5bXwC5I4',
 "@MihaMarkic @FransBouma The map? It's a screenshot of an interactive map of all war deaths in Iraq, from WikiLeaks:\nhttps://t.co/RzVNoLBzkU",
 '@sonicfray here you go: https://t.co/BpXn3N3vrs',
 '@slinde22 Did you watch the video? Not praising, contrasting Iraq terrorism now vs under Sadaam. Seems accurate per https://t.co/vCT5EQdvps',
 '@Hillotolppa Löytyy jopa linkki raakadataan. https://t.co/wRhuLDqQms @turkuderringer',
 '@aj_joven this is basically what I assume data journalism is, so',
 'Data journalism is preoccupied with informing the people more about their own voting behavior than the people actually on the ballot',
 'The latest Data Journalism Daily! https://t.co/uezQyBUlFf Thanks to @timetric @pj_go_2020 @deSyracuse #twitter #marketing',
 '@RaviAranke 538 @ userR https://t.co/WTcYavsb5X',
 '8 Fantastic Examples of Data Journalism https://t.co/lUz7EfEm4n #bigdata #datascience',
 '#Journalism Abraji offers online course in #data journalism [Brazil] https://t.co/W0ygeUyjTi',
 '#Journalism Course focuses on data journalism [Ukraine] https://t.co/gN5wQbX0LG',
 'Data Journalism in Kenya Makes an Impact @internews https://t.co/aOx3iUEZcj',
 'https://t.co/E4ZVV6XVHP',
 'We interviewed Simon Rogers, Data Editor at Google, about the future of data journalism. https://t.co/FPtrUk0Qfw https://t.co/I664sq2Jag',
 'Każda kropka to jedna śmierć na terenie Bagdadu w latach 2004-2009. Dane za https://t.co/uYw5wtaTDY https://t.co/nNTCe2M9eI',
 'Video from @Kath_TheDetail at #RSSAwards noting the importance of data journalism to hold govt to account https://t.co/1mThUDMDYT',
 '8 Fantastic Examples of Data Journalism https://t.co/vgAKyawsBj #bigdata #datascience',
 "La mappa delle autobombe a Baghdad dal 2003 ad oggi, l'avete vista?\nhttps://t.co/RFL8mO16pO",
 '.@ICFJKnight Fellow @SoapSudTycoon visited our office to discuss @code4sa’s data journalism academy &amp; more: https://t.co/oYUdGdTov5',
 'Data journalism: Why Hollywood keeps making terrible sequels https://t.co/3qTg376Siv',
 '8 fantastic examples of data journalism - https://t.co/txj2G1F3xp https://t.co/kgQB0zUryl',
 ".@utknightcenter's free online course for Spanish speakers ft. @spcrucianelli. You'll learn #datajournalism basics: https://t.co/Kozn3J6IxM",
 'An example of DATA JOURNALISM:How d story came out? #webscraping #webcrawler\nhttps://t.co/PpDWPHgQ2y\n@cijnepal @GaunleShiva @Anurag_Acharya',
 'Panama Papers: Largest data journalism investigation in history https://t.co/z4klOgLDNZ',
 "FiveThirtyEight's data journalism workflow with R\nhttps://t.co/x8f8Fc9Fd9\n#rstats #ggplot2 #useR2016",
 "FiveThirtyEight's data journalism workflow with R @FiveThirtyEight @andrewflowers https://t.co/met4am7CWB #useR2016 #rstats",
 'Top Ten #ddj: The Week’s Most Popular Data Journalism Links https://t.co/mjIf6scio7',
 'Numbers &amp; words: How #datajournalism can do wonders for your content marketing: https://t.co/jSVVEXQkV8 https://t.co/gSnWlZF2pw',
 'Data Journalism: A Simple Guide for Marketers https://t.co/MFJGRdJ6QK',
 "Biggest leak in the history of data journalism just went live, and it's about BernieBros.",
 'Se questo è un Uomo \n#BaghdadAttack \n\nhttps://t.co/l7CLCUWsCW',
 'Un informe de UK dice que la invasión a Irak fue innecesaria. Novedad, ¿eh?. Desde entonces este infierno -&gt; https://t.co/q5129zZDmd',
 'Great great line-up of speakers at Digital Humanities &amp; Data Journalism Symposium in Miami! https://t.co/bHNGkOs2e0 cc @albertocairo #ddj',
 'A map of every car bomb explosion in Baghdad since 2003. \nhttps://t.co/cmxJBkNOGF\n#Chilcot #Iraq https://t.co/H0gQnME23U',
 ".@HacksHackersBA I'm going! I was there in 2014 and it was great :) #data #journalism",
 'So much blood on their hands (Blair in particular) here are the stats about deaths in Iraq since 2003 https://t.co/XBn4Ke9VH8',
 'Visiting LocalFocus in Amsterdam. Data journalism for newsrooms. What a cool office in the middle of Vondelpark.  https://t.co/vsTOAyWdDU',
 'Top Ten #ddj: The Week’s Most Popular #data #journalism Links https://t.co/XgIc54dH0V via @gijn',
 '… flera år och 3) Mellan -03 och -10 har det skett över 65 000 bombningar. I april 07 över 2 000 explosioner t.ex. https://t.co/pNRQfXOZPB',
 "Biggest leak in the history of data journalism just went live, and it's about airline food.",
 "@DanBiddle not quite. It's lifted from a Grauniad Data Blog https://t.co/R68fWPWjjE and is all deaths including murders. Still bad.",
 'Horrific, but important data journalism from @guardian. https://t.co/qDyqh4dUSK',
 'Data-driven journalism Top 10: Brexit, Aleph data search tool, spacial data &amp; more https://t.co/ItaZ0ujn9O #ddj https://t.co/PkdjHLEzVj',
 'The latest Data Journalism! https://t.co/PU1e0ZAT9U #knightarts #libraries',
 "Biggest leak in the history of data journalism just went live, and it's about ethics in games journalism.",
 'Digital Humanities + Data Journalism Symposium - .@albertocairo\n\nDetails: https://t.co/QLKtqnJVeE v @MaxCRoser https://t.co/PKAR43AX8M',
 'When it comes to data journalism I basically read the headline and just assume that its accurat cause it makes NO sense to me',
 'The latest Data Journalism! https://t.co/PVchaP1ci4 Thanks to @romansuarezg @Enjoyableart @IE_AnneClaire #datacenter #journalism',
 '@cinozgecan https://t.co/f7QhWElwv9',
 "Wikileaks Iraq: data journalism maps every death.\nThanks to John O'Dea @John1ODea https://t.co/OhByUP19W2",
 '@Floridi no worries, lots of ppl are tweeting it😊 here is more info if you want https://t.co/CtAEBpajIU',
 'Free online course in Spanish on digital tools for data journalism https://t.co/HM72X3OiE4 https://t.co/i1l3HJoW2J',
 'https://t.co/lgthqFcXvC https://t.co/a3VUW1986M',
 'Data Journalism: A Simple Guide for Marketers https://t.co/OE29eN6hhj | https://t.co/t5I1exyLrq https://t.co/0NRFTL7aU4',
 'Data Journalism: A Simple Guide for Marketers https://t.co/OE29eMOGpL | https://t.co/t5I1exhazS https://t.co/pGSYCCqHFS',
 '[PDF] "DOWNLOAD" The Data Journalism Handbook Free https://t.co/zupio3nBoG #ddj #',
 'Learn how to find data and research that will support story development at the #jaws16 workshop in Roanoke. Details: https://t.co/Gb0VJavKq0',
 'Great lineup at the Data Journalism Symposium at UM. Hope I can make it. https://t.co/B3OASFYanM https://t.co/fCdcaAqkc3',
 '8 Fantastic Examples of Data Journalism https://t.co/TGfaWwHgq4 #bigdata #datascience',
 'More on the fall conference that will explore the intersection of data journalism and digital humanities: https://t.co/Lh4kcuiWCA Join us!',
 'data journalism has officially jumped the shark https://t.co/QWRDNZStYA',
 "https://t.co/qmynOVuo5o Bagdad depuis 2003, cartographie de l'enfer https://t.co/ejIFZMvHGh",
 '@namlyd&gt;&gt;&gt;&gt; https://t.co/BdLAw6HNfp',
 '@PGerschmann @tomek_bartus Nie zupełnie. Wszystkie śmierci w wyniku działań terrorystycznych/wojennych https://t.co/JipHZHl7FD',
 'Data Journalism: A Simple Guide for Marketers https://t.co/Zm78rta1gU https://t.co/OwVxxbHA73',
 'Data Journalism - Vincere contro Equitalia si può, ma valutate bene i ricorsi https://t.co/YT2ZweeFFr',
 'https://t.co/l7w4QV7EQH \n\nيستحق الحفظ و #ريتويت ...  مع خريطة تفاعلية لكل الحالات الإجرامية بما فيها الإرهاب ...  عمل بحثي ! \n#العراق',
 'Miami conference to explore intersection of data journalism and digital humanities... https://t.co/Tcu6h3C9rg',
 "This @reason piece on how the US doesn't have a race problem is the worst faux data-journalism I've seen in my life\n\nhttps://t.co/G74UkNtVsq",
 "@PetiteFanfare le data-journalism, c'est moche.",
 "@mjd1735 @jpublik @harryfear https://t.co/QNXt0pcIIm here you are, apparently it's deaths not car bombs. Still horrific, though",
 '@jacksongs you might be interested in this submission I put up last year :) https://t.co/YoLeIbZHX1',
 '@Morning_Joe https://t.co/ICLU4DihSK',
 "Biggest leak in the history of data journalism just went live, and it's about Jack White playing a trombone.",
 'Horrific &gt; #Wikileaks #Iraq #datajournalism maps every death https://t.co/ID2S7iZF5E #Chilcot #DataVisualization',
 'Data #Journalism: A Simple Guide for #Marketers  https://t.co/uVk0C5Thmb',
 'Herramientas digitales para el periodismo de datos https://t.co/aIM93pkfwR - Online course on data journalism open [Latin America, Spain]',
 'A G G H I A C C I A N T E \nLa mappa delle autobombe su Baghdad dal 2003 a oggi… https://t.co/YJ1vGl5Sf8',
 'Data Journalism: A Simple Guide for Marketers https://t.co/imYIVM9las',
 'How Data Journalism Can Transform Your Content Marketing https://t.co/s6pw5qq9kS',
 'The latest Data Journalism! https://t.co/8Hlx9of2oZ #knightcities #mobilefirst',
 'Online course on data journalism open [Latin America, Spain] https://t.co/Ar8Qlf1Ln1 https://t.co/kKc3KgObjD',
 '@A_Gasparyan Это карта насильственных смертей с 2003 по 2009.\nБудьте аккуратнее в написании заголовков.\nhttps://t.co/eeDTKAA6wZ',
 "@CarrieTait I don't have those numbers but based on my data journalism + math skills probably 60,000+",
 '8 Fantastic Examples of Data Journalism https://t.co/hnHJDZOMR6 #bigdata #datascience',
 'Wikileaks Iraq: data journalism maps every death https://t.co/i0e7DEyYgd',
 '[PDF] "DOWNLOAD" The Data Journalism Handbook Free https://t.co/aEa6eW6BKZ #ddj #',
 'The latest Data Journalism! https://t.co/opvpjIJRyX Thanks to @infogram @guidodeckstein @NDBS_events #datacenter #cloud',
 'The latest Data Journalism! https://t.co/t1DPeRtSij Thanks to @infogram @guidodeckstein @NDBS_events #datacenter #cloud',
 'The latest Data Journalism! https://t.co/I7OeKkLq2S Thanks to @infogram @guidodeckstein @NDBS_events #datacenter #cloud',
 '#interessant Mexico, buurland USA. In Mexico stad alleen al zijn duizenden spoorloos https://t.co/UxG9ZSmhxe',
 "Biggest leak in the history of data journalism just went live, and it's about The Zodiac Killer.",
 "L'un des problèmes majeurs pointés par Human Rights Watch : le data-journalism sur Snapchat",
 "LatAm + Spanish journos can take @utknightcenter's free online course. @spcrucianelli will offer lessons in #ddj: https://t.co/Kozn3Jojpk",
 "@AlecJRoss We've also launched a new data journalism website with @whipboard - would love for your thoughts, help getting it off the ground!",
 '8 Fantastic Examples of Data Journalism https://t.co/s1Xc6cJrjA #bigdata #datascience',
 'How one Mexican data team uncovered the story of 4,000 missing women https://t.co/LjFJibuHkd',
 'Does also log, export noise data in dB. Useful for experiments in data journalism classrooms? QoL studies? https://t.co/vDFClXSNWx',
 '@emmettrensin data journalism on which data journalists are worthless.',
 '@iraqiblogger https://t.co/Xa5bXwC5I4',
 "@MihaMarkic @FransBouma The map? It's a screenshot of an interactive map of all war deaths in Iraq, from WikiLeaks:\nhttps://t.co/RzVNoLBzkU",
 '@sonicfray here you go: https://t.co/BpXn3N3vrs',
 '@slinde22 Did you watch the video? Not praising, contrasting Iraq terrorism now vs under Sadaam. Seems accurate per https://t.co/vCT5EQdvps',
 '@Hillotolppa Löytyy jopa linkki raakadataan. https://t.co/wRhuLDqQms @turkuderringer',
 '@aj_joven this is basically what I assume data journalism is, so',
 'Data journalism is preoccupied with informing the people more about their own voting behavior than the people actually on the ballot',
 'The latest Data Journalism Daily! https://t.co/uezQyBUlFf Thanks to @timetric @pj_go_2020 @deSyracuse #twitter #marketing',
 '@RaviAranke 538 @ userR https://t.co/WTcYavsb5X',
 '8 Fantastic Examples of Data Journalism https://t.co/lUz7EfEm4n #bigdata #datascience',
 '#Journalism Abraji offers online course in #data journalism [Brazil] https://t.co/W0ygeUyjTi',
 '#Journalism Course focuses on data journalism [Ukraine] https://t.co/gN5wQbX0LG',
 'Data Journalism in Kenya Makes an Impact @internews https://t.co/aOx3iUEZcj',
 'https://t.co/E4ZVV6XVHP',
 'We interviewed Simon Rogers, Data Editor at Google, about the future of data journalism. https://t.co/FPtrUk0Qfw https://t.co/I664sq2Jag',
 'Każda kropka to jedna śmierć na terenie Bagdadu w latach 2004-2009. Dane za https://t.co/uYw5wtaTDY https://t.co/nNTCe2M9eI',
 'Video from @Kath_TheDetail at #RSSAwards noting the importance of data journalism to hold govt to account https://t.co/1mThUDMDYT',
 '8 Fantastic Examples of Data Journalism https://t.co/vgAKyawsBj #bigdata #datascience',
 "La mappa delle autobombe a Baghdad dal 2003 ad oggi, l'avete vista?\nhttps://t.co/RFL8mO16pO",
 '.@ICFJKnight Fellow @SoapSudTycoon visited our office to discuss @code4sa’s data journalism academy &amp; more: https://t.co/oYUdGdTov5',
 'Data journalism: Why Hollywood keeps making terrible sequels https://t.co/3qTg376Siv',
 '8 fantastic examples of data journalism - https://t.co/txj2G1F3xp https://t.co/kgQB0zUryl',
 ".@utknightcenter's free online course for Spanish speakers ft. @spcrucianelli. You'll learn #datajournalism basics: https://t.co/Kozn3J6IxM",
 'An example of DATA JOURNALISM:How d story came out? #webscraping #webcrawler\nhttps://t.co/PpDWPHgQ2y\n@cijnepal @GaunleShiva @Anurag_Acharya',
 'Panama Papers: Largest data journalism investigation in history https://t.co/z4klOgLDNZ',
 "FiveThirtyEight's data journalism workflow with R\nhttps://t.co/x8f8Fc9Fd9\n#rstats #ggplot2 #useR2016",
 "FiveThirtyEight's data journalism workflow with R @FiveThirtyEight @andrewflowers https://t.co/met4am7CWB #useR2016 #rstats",
 'Top Ten #ddj: The Week’s Most Popular Data Journalism Links https://t.co/mjIf6scio7',
 'Numbers &amp; words: How #datajournalism can do wonders for your content marketing: https://t.co/jSVVEXQkV8 https://t.co/gSnWlZF2pw',
 'Data Journalism: A Simple Guide for Marketers https://t.co/MFJGRdJ6QK',
 "Biggest leak in the history of data journalism just went live, and it's about BernieBros.",
 'Se questo è un Uomo \n#BaghdadAttack \n\nhttps://t.co/l7CLCUWsCW',
 'Un informe de UK dice que la invasión a Irak fue innecesaria. Novedad, ¿eh?. Desde entonces este infierno -&gt; https://t.co/q5129zZDmd',
 'Great great line-up of speakers at Digital Humanities &amp; Data Journalism Symposium in Miami! https://t.co/bHNGkOs2e0 cc @albertocairo #ddj',
 'A map of every car bomb explosion in Baghdad since 2003. \nhttps://t.co/cmxJBkNOGF\n#Chilcot #Iraq https://t.co/H0gQnME23U',
 ".@HacksHackersBA I'm going! I was there in 2014 and it was great :) #data #journalism",
 'So much blood on their hands (Blair in particular) here are the stats about deaths in Iraq since 2003 https://t.co/XBn4Ke9VH8',
 'Visiting LocalFocus in Amsterdam. Data journalism for newsrooms. What a cool office in the middle of Vondelpark.  https://t.co/vsTOAyWdDU',
 'Top Ten #ddj: The Week’s Most Popular #data #journalism Links https://t.co/XgIc54dH0V via @gijn',
 '… flera år och 3) Mellan -03 och -10 har det skett över 65 000 bombningar. I april 07 över 2 000 explosioner t.ex. https://t.co/pNRQfXOZPB',
 "Biggest leak in the history of data journalism just went live, and it's about airline food.",
 "@DanBiddle not quite. It's lifted from a Grauniad Data Blog https://t.co/R68fWPWjjE and is all deaths including murders. Still bad.",
 'Horrific, but important data journalism from @guardian. https://t.co/qDyqh4dUSK',
 'Data-driven journalism Top 10: Brexit, Aleph data search tool, spacial data &amp; more https://t.co/ItaZ0ujn9O #ddj https://t.co/PkdjHLEzVj',
 'The latest Data Journalism! https://t.co/PU1e0ZAT9U #knightarts #libraries',
 "Biggest leak in the history of data journalism just went live, and it's about ethics in games journalism.",
 'Digital Humanities + Data Journalism Symposium - .@albertocairo\n\nDetails: https://t.co/QLKtqnJVeE v @MaxCRoser https://t.co/PKAR43AX8M',
 'When it comes to data journalism I basically read the headline and just assume that its accurat cause it makes NO sense to me',
 'The latest Data Journalism! https://t.co/PVchaP1ci4 Thanks to @romansuarezg @Enjoyableart @IE_AnneClaire #datacenter #journalism',
 '@cinozgecan https://t.co/f7QhWElwv9',
 "Wikileaks Iraq: data journalism maps every death.\nThanks to John O'Dea @John1ODea https://t.co/OhByUP19W2",
 '@Floridi no worries, lots of ppl are tweeting it😊 here is more info if you want https://t.co/CtAEBpajIU',
 'Free online course in Spanish on digital tools for data journalism https://t.co/HM72X3OiE4 https://t.co/i1l3HJoW2J',
 'https://t.co/lgthqFcXvC https://t.co/a3VUW1986M',
 'Data Journalism: A Simple Guide for Marketers https://t.co/OE29eN6hhj | https://t.co/t5I1exyLrq https://t.co/0NRFTL7aU4',
 'Data Journalism: A Simple Guide for Marketers https://t.co/OE29eMOGpL | https://t.co/t5I1exhazS https://t.co/pGSYCCqHFS',
 '[PDF] "DOWNLOAD" The Data Journalism Handbook Free https://t.co/zupio3nBoG #ddj #',
 'Learn how to find data and research that will support story development at the #jaws16 workshop in Roanoke. Details: https://t.co/Gb0VJavKq0',
 'Great lineup at the Data Journalism Symposium at UM. Hope I can make it. https://t.co/B3OASFYanM https://t.co/fCdcaAqkc3',
 '8 Fantastic Examples of Data Journalism https://t.co/TGfaWwHgq4 #bigdata #datascience',
 'More on the fall conference that will explore the intersection of data journalism and digital humanities: https://t.co/Lh4kcuiWCA Join us!',
 'data journalism has officially jumped the shark https://t.co/QWRDNZStYA',
 "https://t.co/qmynOVuo5o Bagdad depuis 2003, cartographie de l'enfer https://t.co/ejIFZMvHGh",
 '@namlyd&gt;&gt;&gt;&gt; https://t.co/BdLAw6HNfp',
 '@PGerschmann @tomek_bartus Nie zupełnie. Wszystkie śmierci w wyniku działań terrorystycznych/wojennych https://t.co/JipHZHl7FD',
 'Data Journalism: A Simple Guide for Marketers https://t.co/Zm78rta1gU https://t.co/OwVxxbHA73',
 'Data Journalism - Vincere contro Equitalia si può, ma valutate bene i ricorsi https://t.co/YT2ZweeFFr',
 'https://t.co/l7w4QV7EQH \n\nيستحق الحفظ و #ريتويت ...  مع خريطة تفاعلية لكل الحالات الإجرامية بما فيها الإرهاب ...  عمل بحثي ! \n#العراق',
 'Miami conference to explore intersection of data journalism and digital humanities... https://t.co/Tcu6h3C9rg',
 "This @reason piece on how the US doesn't have a race problem is the worst faux data-journalism I've seen in my life\n\nhttps://t.co/G74UkNtVsq",
 "@PetiteFanfare le data-journalism, c'est moche.",
 "@mjd1735 @jpublik @harryfear https://t.co/QNXt0pcIIm here you are, apparently it's deaths not car bombs. Still horrific, though",
 '@jacksongs you might be interested in this submission I put up last year :) https://t.co/YoLeIbZHX1',
 '@Morning_Joe https://t.co/ICLU4DihSK',
 "Biggest leak in the history of data journalism just went live, and it's about Jack White playing a trombone.",
 'Horrific &gt; #Wikileaks #Iraq #datajournalism maps every death https://t.co/ID2S7iZF5E #Chilcot #DataVisualization',
 'Data #Journalism: A Simple Guide for #Marketers  https://t.co/uVk0C5Thmb',
 'Herramientas digitales para el periodismo de datos https://t.co/aIM93pkfwR - Online course on data journalism open [Latin America, Spain]',
 'A G G H I A C C I A N T E \nLa mappa delle autobombe su Baghdad dal 2003 a oggi… https://t.co/YJ1vGl5Sf8',
 'Data Journalism: A Simple Guide for Marketers https://t.co/imYIVM9las',
 'How Data Journalism Can Transform Your Content Marketing https://t.co/s6pw5qq9kS',
 'The latest Data Journalism! https://t.co/8Hlx9of2oZ #knightcities #mobilefirst',
 'Online course on data journalism open [Latin America, Spain] https://t.co/Ar8Qlf1Ln1 https://t.co/kKc3KgObjD',
 '@A_Gasparyan Это карта насильственных смертей с 2003 по 2009.\nБудьте аккуратнее в написании заголовков.\nhttps://t.co/eeDTKAA6wZ',
 "@CarrieTait I don't have those numbers but based on my data journalism + math skills probably 60,000+",
 '8 Fantastic Examples of Data Journalism https://t.co/hnHJDZOMR6 #bigdata #datascience',
 'Wikileaks Iraq: data journalism maps every death https://t.co/i0e7DEyYgd',
 '[PDF] "DOWNLOAD" The Data Journalism Handbook Free https://t.co/aEa6eW6BKZ #ddj #',
 'The latest Data Journalism! https://t.co/opvpjIJRyX Thanks to @infogram @guidodeckstein @NDBS_events #datacenter #cloud',
 'The latest Data Journalism! https://t.co/t1DPeRtSij Thanks to @infogram @guidodeckstein @NDBS_events #datacenter #cloud',
 'The latest Data Journalism! https://t.co/I7OeKkLq2S Thanks to @infogram @guidodeckstein @NDBS_events #datacenter #cloud',
 '#interessant Mexico, buurland USA. In Mexico stad alleen al zijn duizenden spoorloos https://t.co/UxG9ZSmhxe',
 "Biggest leak in the history of data journalism just went live, and it's about The Zodiac Killer.",
 "L'un des problèmes majeurs pointés par Human Rights Watch : le data-journalism sur Snapchat",
 "LatAm + Spanish journos can take @utknightcenter's free online course. @spcrucianelli will offer lessons in #ddj: https://t.co/Kozn3Jojpk",
 "@AlecJRoss We've also launched a new data journalism website with @whipboard - would love for your thoughts, help getting it off the ground!",
 '8 Fantastic Examples of Data Journalism https://t.co/s1Xc6cJrjA #bigdata #datascience',
 'How one Mexican data team uncovered the story of 4,000 missing women https://t.co/LjFJibuHkd',
 'Does also log, export noise data in dB. Useful for experiments in data journalism classrooms? QoL studies? https://t.co/vDFClXSNWx',
 '@emmettrensin data journalism on which data journalists are worthless.',
 '@iraqiblogger https://t.co/Xa5bXwC5I4',
 "@MihaMarkic @FransBouma The map? It's a screenshot of an interactive map of all war deaths in Iraq, from WikiLeaks:\nhttps://t.co/RzVNoLBzkU",
 '@sonicfray here you go: https://t.co/BpXn3N3vrs',
 '@slinde22 Did you watch the video? Not praising, contrasting Iraq terrorism now vs under Sadaam. Seems accurate per https://t.co/vCT5EQdvps',
 '@Hillotolppa Löytyy jopa linkki raakadataan. https://t.co/wRhuLDqQms @turkuderringer',
 '@aj_joven this is basically what I assume data journalism is, so',
 'Data journalism is preoccupied with informing the people more about their own voting behavior than the people actually on the ballot',
 'The latest Data Journalism Daily! https://t.co/uezQyBUlFf Thanks to @timetric @pj_go_2020 @deSyracuse #twitter #marketing',
 '@RaviAranke 538 @ userR https://t.co/WTcYavsb5X',
 '8 Fantastic Examples of Data Journalism https://t.co/lUz7EfEm4n #bigdata #datascience',
 '#Journalism Abraji offers online course in #data journalism [Brazil] https://t.co/W0ygeUyjTi',
 '#Journalism Course focuses on data journalism [Ukraine] https://t.co/gN5wQbX0LG',
 'Data Journalism in Kenya Makes an Impact @internews https://t.co/aOx3iUEZcj',
 'https://t.co/E4ZVV6XVHP',
 'We interviewed Simon Rogers, Data Editor at Google, about the future of data journalism. https://t.co/FPtrUk0Qfw https://t.co/I664sq2Jag',
 'Każda kropka to jedna śmierć na terenie Bagdadu w latach 2004-2009. Dane za https://t.co/uYw5wtaTDY https://t.co/nNTCe2M9eI',
 'Video from @Kath_TheDetail at #RSSAwards noting the importance of data journalism to hold govt to account https://t.co/1mThUDMDYT',
 '8 Fantastic Examples of Data Journalism https://t.co/vgAKyawsBj #bigdata #datascience',
 "La mappa delle autobombe a Baghdad dal 2003 ad oggi, l'avete vista?\nhttps://t.co/RFL8mO16pO",
 '.@ICFJKnight Fellow @SoapSudTycoon visited our office to discuss @code4sa’s data journalism academy &amp; more: https://t.co/oYUdGdTov5',
 'Data journalism: Why Hollywood keeps making terrible sequels https://t.co/3qTg376Siv',
 '8 fantastic examples of data journalism - https://t.co/txj2G1F3xp https://t.co/kgQB0zUryl',
 ".@utknightcenter's free online course for Spanish speakers ft. @spcrucianelli. You'll learn #datajournalism basics: https://t.co/Kozn3J6IxM",
 'An example of DATA JOURNALISM:How d story came out? #webscraping #webcrawler\nhttps://t.co/PpDWPHgQ2y\n@cijnepal @GaunleShiva @Anurag_Acharya',
 'Panama Papers: Largest data journalism investigation in history https://t.co/z4klOgLDNZ',
 "FiveThirtyEight's data journalism workflow with R\nhttps://t.co/x8f8Fc9Fd9\n#rstats #ggplot2 #useR2016",
 "FiveThirtyEight's data journalism workflow with R @FiveThirtyEight @andrewflowers https://t.co/met4am7CWB #useR2016 #rstats",
 'Top Ten #ddj: The Week’s Most Popular Data Journalism Links https://t.co/mjIf6scio7',
 'Numbers &amp; words: How #datajournalism can do wonders for your content marketing: https://t.co/jSVVEXQkV8 https://t.co/gSnWlZF2pw',
 'Data Journalism: A Simple Guide for Marketers https://t.co/MFJGRdJ6QK',
 "Biggest leak in the history of data journalism just went live, and it's about BernieBros.",
 'Se questo è un Uomo \n#BaghdadAttack \n\nhttps://t.co/l7CLCUWsCW',
 'Un informe de UK dice que la invasión a Irak fue innecesaria. Novedad, ¿eh?. Desde entonces este infierno -&gt; https://t.co/q5129zZDmd',
 'Great great line-up of speakers at Digital Humanities &amp; Data Journalism Symposium in Miami! https://t.co/bHNGkOs2e0 cc @albertocairo #ddj',
 'A map of every car bomb explosion in Baghdad since 2003. \nhttps://t.co/cmxJBkNOGF\n#Chilcot #Iraq https://t.co/H0gQnME23U',
 ".@HacksHackersBA I'm going! I was there in 2014 and it was great :) #data #journalism",
 'So much blood on their hands (Blair in particular) here are the stats about deaths in Iraq since 2003 https://t.co/XBn4Ke9VH8',
 'Visiting LocalFocus in Amsterdam. Data journalism for newsrooms. What a cool office in the middle of Vondelpark.  https://t.co/vsTOAyWdDU',
 'Top Ten #ddj: The Week’s Most Popular #data #journalism Links https://t.co/XgIc54dH0V via @gijn',
 '… flera år och 3) Mellan -03 och -10 har det skett över 65 000 bombningar. I april 07 över 2 000 explosioner t.ex. https://t.co/pNRQfXOZPB',
 "Biggest leak in the history of data journalism just went live, and it's about airline food.",
 "@DanBiddle not quite. It's lifted from a Grauniad Data Blog https://t.co/R68fWPWjjE and is all deaths including murders. Still bad.",
 'Horrific, but important data journalism from @guardian. https://t.co/qDyqh4dUSK',
 'Data-driven journalism Top 10: Brexit, Aleph data search tool, spacial data &amp; more https://t.co/ItaZ0ujn9O #ddj https://t.co/PkdjHLEzVj',
 'The latest Data Journalism! https://t.co/PU1e0ZAT9U #knightarts #libraries',
 "Biggest leak in the history of data journalism just went live, and it's about ethics in games journalism.",
 'Digital Humanities + Data Journalism Symposium - .@albertocairo\n\nDetails: https://t.co/QLKtqnJVeE v @MaxCRoser https://t.co/PKAR43AX8M',
 'When it comes to data journalism I basically read the headline and just assume that its accurat cause it makes NO sense to me',
 'The latest Data Journalism! https://t.co/PVchaP1ci4 Thanks to @romansuarezg @Enjoyableart @IE_AnneClaire #datacenter #journalism',
 '@cinozgecan https://t.co/f7QhWElwv9',
 "Wikileaks Iraq: data journalism maps every death.\nThanks to John O'Dea @John1ODea https://t.co/OhByUP19W2",
 '@Floridi no worries, lots of ppl are tweeting it😊 here is more info if you want https://t.co/CtAEBpajIU',
 'Free online course in Spanish on digital tools for data journalism https://t.co/HM72X3OiE4 https://t.co/i1l3HJoW2J',
 'https://t.co/lgthqFcXvC https://t.co/a3VUW1986M',
 'Data Journalism: A Simple Guide for Marketers https://t.co/OE29eN6hhj | https://t.co/t5I1exyLrq https://t.co/0NRFTL7aU4',
 'Data Journalism: A Simple Guide for Marketers https://t.co/OE29eMOGpL | https://t.co/t5I1exhazS https://t.co/pGSYCCqHFS',
 '[PDF] "DOWNLOAD" The Data Journalism Handbook Free https://t.co/zupio3nBoG #ddj #',
 'Learn how to find data and research that will support story development at the #jaws16 workshop in Roanoke. Details: https://t.co/Gb0VJavKq0',
 'Great lineup at the Data Journalism Symposium at UM. Hope I can make it. https://t.co/B3OASFYanM https://t.co/fCdcaAqkc3',
 '8 Fantastic Examples of Data Journalism https://t.co/TGfaWwHgq4 #bigdata #datascience',
 'More on the fall conference that will explore the intersection of data journalism and digital humanities: https://t.co/Lh4kcuiWCA Join us!',
 'data journalism has officially jumped the shark https://t.co/QWRDNZStYA',
 "https://t.co/qmynOVuo5o Bagdad depuis 2003, cartographie de l'enfer https://t.co/ejIFZMvHGh",
 '@namlyd&gt;&gt;&gt;&gt; https://t.co/BdLAw6HNfp',
 '@PGerschmann @tomek_bartus Nie zupełnie. Wszystkie śmierci w wyniku działań terrorystycznych/wojennych https://t.co/JipHZHl7FD',
 'Data Journalism: A Simple Guide for Marketers https://t.co/Zm78rta1gU https://t.co/OwVxxbHA73',
 'Data Journalism - Vincere contro Equitalia si può, ma valutate bene i ricorsi https://t.co/YT2ZweeFFr',
 'https://t.co/l7w4QV7EQH \n\nيستحق الحفظ و #ريتويت ...  مع خريطة تفاعلية لكل الحالات الإجرامية بما فيها الإرهاب ...  عمل بحثي ! \n#العراق',
 'Miami conference to explore intersection of data journalism and digital humanities... https://t.co/Tcu6h3C9rg',
 "This @reason piece on how the US doesn't have a race problem is the worst faux data-journalism I've seen in my life\n\nhttps://t.co/G74UkNtVsq",
 "@PetiteFanfare le data-journalism, c'est moche.",
 "@mjd1735 @jpublik @harryfear https://t.co/QNXt0pcIIm here you are, apparently it's deaths not car bombs. Still horrific, though",
 '@jacksongs you might be interested in this submission I put up last year :) https://t.co/YoLeIbZHX1',
 '@Morning_Joe https://t.co/ICLU4DihSK',
 "Biggest leak in the history of data journalism just went live, and it's about Jack White playing a trombone.",
 'Horrific &gt; #Wikileaks #Iraq #datajournalism maps every death https://t.co/ID2S7iZF5E #Chilcot #DataVisualization',
 'Data #Journalism: A Simple Guide for #Marketers  https://t.co/uVk0C5Thmb',
 'Herramientas digitales para el periodismo de datos https://t.co/aIM93pkfwR - Online course on data journalism open [Latin America, Spain]',
 'A G G H I A C C I A N T E \nLa mappa delle autobombe su Baghdad dal 2003 a oggi… https://t.co/YJ1vGl5Sf8',
 'Data Journalism: A Simple Guide for Marketers https://t.co/imYIVM9las',
 'How Data Journalism Can Transform Your Content Marketing https://t.co/s6pw5qq9kS',
 'The latest Data Journalism! https://t.co/8Hlx9of2oZ #knightcities #mobilefirst',
 'Online course on data journalism open [Latin America, Spain] https://t.co/Ar8Qlf1Ln1 https://t.co/kKc3KgObjD',
 '@A_Gasparyan Это карта насильственных смертей с 2003 по 2009.\nБудьте аккуратнее в написании заголовков.\nhttps://t.co/eeDTKAA6wZ',
 "@CarrieTait I don't have those numbers but based on my data journalism + math skills probably 60,000+",
 '8 Fantastic Examples of Data Journalism https://t.co/hnHJDZOMR6 #bigdata #datascience',
 'Wikileaks Iraq: data journalism maps every death https://t.co/i0e7DEyYgd',
 '[PDF] "DOWNLOAD" The Data Journalism Handbook Free https://t.co/aEa6eW6BKZ #ddj #',
 'The latest Data Journalism! https://t.co/opvpjIJRyX Thanks to @infogram @guidodeckstein @NDBS_events #datacenter #cloud',
 'The latest Data Journalism! https://t.co/t1DPeRtSij Thanks to @infogram @guidodeckstein @NDBS_events #datacenter #cloud',
 'The latest Data Journalism! https://t.co/I7OeKkLq2S Thanks to @infogram @guidodeckstein @NDBS_events #datacenter #cloud',
 '#interessant Mexico, buurland USA. In Mexico stad alleen al zijn duizenden spoorloos https://t.co/UxG9ZSmhxe',
 "Biggest leak in the history of data journalism just went live, and it's about The Zodiac Killer.",
 "L'un des problèmes majeurs pointés par Human Rights Watch : le data-journalism sur Snapchat",
 "LatAm + Spanish journos can take @utknightcenter's free online course. @spcrucianelli will offer lessons in #ddj: https://t.co/Kozn3Jojpk",
 "@AlecJRoss We've also launched a new data journalism website with @whipboard - would love for your thoughts, help getting it off the ground!",
 '8 Fantastic Examples of Data Journalism https://t.co/s1Xc6cJrjA #bigdata #datascience',
 'How one Mexican data team uncovered the story of 4,000 missing women https://t.co/LjFJibuHkd',
 'Does also log, export noise data in dB. Useful for experiments in data journalism classrooms? QoL studies? https://t.co/vDFClXSNWx',
 '@emmettrensin data journalism on which data journalists are worthless.',
 '@iraqiblogger https://t.co/Xa5bXwC5I4',
 "@MihaMarkic @FransBouma The map? It's a screenshot of an interactive map of all war deaths in Iraq, from WikiLeaks:\nhttps://t.co/RzVNoLBzkU",
 '@sonicfray here you go: https://t.co/BpXn3N3vrs',
 '@slinde22 Did you watch the video? Not praising, contrasting Iraq terrorism now vs under Sadaam. Seems accurate per https://t.co/vCT5EQdvps',
 '@Hillotolppa Löytyy jopa linkki raakadataan. https://t.co/wRhuLDqQms @turkuderringer',
 '@aj_joven this is basically what I assume data journalism is, so',
 'Data journalism is preoccupied with informing the people more about their own voting behavior than the people actually on the ballot',
 'The latest Data Journalism Daily! https://t.co/uezQyBUlFf Thanks to @timetric @pj_go_2020 @deSyracuse #twitter #marketing',
 '@RaviAranke 538 @ userR https://t.co/WTcYavsb5X',
 '8 Fantastic Examples of Data Journalism https://t.co/lUz7EfEm4n #bigdata #datascience',
 '#Journalism Abraji offers online course in #data journalism [Brazil] https://t.co/W0ygeUyjTi',
 '#Journalism Course focuses on data journalism [Ukraine] https://t.co/gN5wQbX0LG',
 'Data Journalism in Kenya Makes an Impact @internews https://t.co/aOx3iUEZcj',
 'https://t.co/E4ZVV6XVHP',
 'We interviewed Simon Rogers, Data Editor at Google, about the future of data journalism. https://t.co/FPtrUk0Qfw https://t.co/I664sq2Jag',
 'Każda kropka to jedna śmierć na terenie Bagdadu w latach 2004-2009. Dane za https://t.co/uYw5wtaTDY https://t.co/nNTCe2M9eI',
 'Video from @Kath_TheDetail at #RSSAwards noting the importance of data journalism to hold govt to account https://t.co/1mThUDMDYT',
 '8 Fantastic Examples of Data Journalism https://t.co/vgAKyawsBj #bigdata #datascience',
 "La mappa delle autobombe a Baghdad dal 2003 ad oggi, l'avete vista?\nhttps://t.co/RFL8mO16pO",
 '.@ICFJKnight Fellow @SoapSudTycoon visited our office to discuss @code4sa’s data journalism academy &amp; more: https://t.co/oYUdGdTov5',
 'Data journalism: Why Hollywood keeps making terrible sequels https://t.co/3qTg376Siv',
 '8 fantastic examples of data journalism - https://t.co/txj2G1F3xp https://t.co/kgQB0zUryl',
 ".@utknightcenter's free online course for Spanish speakers ft. @spcrucianelli. You'll learn #datajournalism basics: https://t.co/Kozn3J6IxM",
 'An example of DATA JOURNALISM:How d story came out? #webscraping #webcrawler\nhttps://t.co/PpDWPHgQ2y\n@cijnepal @GaunleShiva @Anurag_Acharya',
 'Panama Papers: Largest data journalism investigation in history https://t.co/z4klOgLDNZ',
 "FiveThirtyEight's data journalism workflow with R\nhttps://t.co/x8f8Fc9Fd9\n#rstats #ggplot2 #useR2016",
 "FiveThirtyEight's data journalism workflow with R @FiveThirtyEight @andrewflowers https://t.co/met4am7CWB #useR2016 #rstats",
 'Top Ten #ddj: The Week’s Most Popular Data Journalism Links https://t.co/mjIf6scio7',
 'Numbers &amp; words: How #datajournalism can do wonders for your content marketing: https://t.co/jSVVEXQkV8 https://t.co/gSnWlZF2pw',
 'Data Journalism: A Simple Guide for Marketers https://t.co/MFJGRdJ6QK',
 "Biggest leak in the history of data journalism just went live, and it's about BernieBros.",
 'Se questo è un Uomo \n#BaghdadAttack \n\nhttps://t.co/l7CLCUWsCW',
 'Un informe de UK dice que la invasión a Irak fue innecesaria. Novedad, ¿eh?. Desde entonces este infierno -&gt; https://t.co/q5129zZDmd',
 'Great great line-up of speakers at Digital Humanities &amp; Data Journalism Symposium in Miami! https://t.co/bHNGkOs2e0 cc @albertocairo #ddj',
 'A map of every car bomb explosion in Baghdad since 2003. \nhttps://t.co/cmxJBkNOGF\n#Chilcot #Iraq https://t.co/H0gQnME23U',
 ".@HacksHackersBA I'm going! I was there in 2014 and it was great :) #data #journalism",
 'So much blood on their hands (Blair in particular) here are the stats about deaths in Iraq since 2003 https://t.co/XBn4Ke9VH8',
 'Visiting LocalFocus in Amsterdam. Data journalism for newsrooms. What a cool office in the middle of Vondelpark.  https://t.co/vsTOAyWdDU',
 'Top Ten #ddj: The Week’s Most Popular #data #journalism Links https://t.co/XgIc54dH0V via @gijn',
 '… flera år och 3) Mellan -03 och -10 har det skett över 65 000 bombningar. I april 07 över 2 000 explosioner t.ex. https://t.co/pNRQfXOZPB',
 "Biggest leak in the history of data journalism just went live, and it's about airline food.",
 "@DanBiddle not quite. It's lifted from a Grauniad Data Blog https://t.co/R68fWPWjjE and is all deaths including murders. Still bad.",
 'Horrific, but important data journalism from @guardian. https://t.co/qDyqh4dUSK',
 'Data-driven journalism Top 10: Brexit, Aleph data search tool, spacial data &amp; more https://t.co/ItaZ0ujn9O #ddj https://t.co/PkdjHLEzVj',
 'The latest Data Journalism! https://t.co/PU1e0ZAT9U #knightarts #libraries',
 "Biggest leak in the history of data journalism just went live, and it's about ethics in games journalism.",
 'Digital Humanities + Data Journalism Symposium - .@albertocairo\n\nDetails: https://t.co/QLKtqnJVeE v @MaxCRoser https://t.co/PKAR43AX8M',
 'When it comes to data journalism I basically read the headline and just assume that its accurat cause it makes NO sense to me',
 'The latest Data Journalism! https://t.co/PVchaP1ci4 Thanks to @romansuarezg @Enjoyableart @IE_AnneClaire #datacenter #journalism',
 '@cinozgecan https://t.co/f7QhWElwv9',
 "Wikileaks Iraq: data journalism maps every death.\nThanks to John O'Dea @John1ODea https://t.co/OhByUP19W2",
 '@Floridi no worries, lots of ppl are tweeting it😊 here is more info if you want https://t.co/CtAEBpajIU',
 'Free online course in Spanish on digital tools for data journalism https://t.co/HM72X3OiE4 https://t.co/i1l3HJoW2J',
 'https://t.co/lgthqFcXvC https://t.co/a3VUW1986M',
 'Data Journalism: A Simple Guide for Marketers https://t.co/OE29eN6hhj | https://t.co/t5I1exyLrq https://t.co/0NRFTL7aU4',
 'Data Journalism: A Simple Guide for Marketers https://t.co/OE29eMOGpL | https://t.co/t5I1exhazS https://t.co/pGSYCCqHFS',
 '[PDF] "DOWNLOAD" The Data Journalism Handbook Free https://t.co/zupio3nBoG #ddj #',
 'Learn how to find data and research that will support story development at the #jaws16 workshop in Roanoke. Details: https://t.co/Gb0VJavKq0',
 'Great lineup at the Data Journalism Symposium at UM. Hope I can make it. https://t.co/B3OASFYanM https://t.co/fCdcaAqkc3',
 '8 Fantastic Examples of Data Journalism https://t.co/TGfaWwHgq4 #bigdata #datascience',
 'More on the fall conference that will explore the intersection of data journalism and digital humanities: https://t.co/Lh4kcuiWCA Join us!',
 'data journalism has officially jumped the shark https://t.co/QWRDNZStYA',
 "https://t.co/qmynOVuo5o Bagdad depuis 2003, cartographie de l'enfer https://t.co/ejIFZMvHGh",
 '@namlyd&gt;&gt;&gt;&gt; https://t.co/BdLAw6HNfp',
 '@PGerschmann @tomek_bartus Nie zupełnie. Wszystkie śmierci w wyniku działań terrorystycznych/wojennych https://t.co/JipHZHl7FD',
 'Data Journalism: A Simple Guide for Marketers https://t.co/Zm78rta1gU https://t.co/OwVxxbHA73',
 'Data Journalism - Vincere contro Equitalia si può, ma valutate bene i ricorsi https://t.co/YT2ZweeFFr',
 'https://t.co/l7w4QV7EQH \n\nيستحق الحفظ و #ريتويت ...  مع خريطة تفاعلية لكل الحالات الإجرامية بما فيها الإرهاب ...  عمل بحثي ! \n#العراق',
 'Miami conference to explore intersection of data journalism and digital humanities... https://t.co/Tcu6h3C9rg',
 "This @reason piece on how the US doesn't have a race problem is the worst faux data-journalism I've seen in my life\n\nhttps://t.co/G74UkNtVsq",
 "@PetiteFanfare le data-journalism, c'est moche.",
 "@mjd1735 @jpublik @harryfear https://t.co/QNXt0pcIIm here you are, apparently it's deaths not car bombs. Still horrific, though",
 '@jacksongs you might be interested in this submission I put up last year :) https://t.co/YoLeIbZHX1',
 '@Morning_Joe https://t.co/ICLU4DihSK',
 "Biggest leak in the history of data journalism just went live, and it's about Jack White playing a trombone.",
 'Horrific &gt; #Wikileaks #Iraq #datajournalism maps every death https://t.co/ID2S7iZF5E #Chilcot #DataVisualization',
 'Data #Journalism: A Simple Guide for #Marketers  https://t.co/uVk0C5Thmb',
 'Herramientas digitales para el periodismo de datos https://t.co/aIM93pkfwR - Online course on data journalism open [Latin America, Spain]',
 'A G G H I A C C I A N T E \nLa mappa delle autobombe su Baghdad dal 2003 a oggi… https://t.co/YJ1vGl5Sf8',
 'Data Journalism: A Simple Guide for Marketers https://t.co/imYIVM9las',
 'How Data Journalism Can Transform Your Content Marketing https://t.co/s6pw5qq9kS',
 'The latest Data Journalism! https://t.co/8Hlx9of2oZ #knightcities #mobilefirst',
 'Online course on data journalism open [Latin America, Spain] https://t.co/Ar8Qlf1Ln1 https://t.co/kKc3KgObjD',
 '@A_Gasparyan Это карта насильственных смертей с 2003 по 2009.\nБудьте аккуратнее в написании заголовков.\nhttps://t.co/eeDTKAA6wZ',
 "@CarrieTait I don't have those numbers but based on my data journalism + math skills probably 60,000+",
 '8 Fantastic Examples of Data Journalism https://t.co/hnHJDZOMR6 #bigdata #datascience',
 'Wikileaks Iraq: data journalism maps every death https://t.co/i0e7DEyYgd',
 '[PDF] "DOWNLOAD" The Data Journalism Handbook Free https://t.co/aEa6eW6BKZ #ddj #',
 'The latest Data Journalism! https://t.co/opvpjIJRyX Thanks to @infogram @guidodeckstein @NDBS_events #datacenter #cloud',
 'The latest Data Journalism! https://t.co/t1DPeRtSij Thanks to @infogram @guidodeckstein @NDBS_events #datacenter #cloud',
 'The latest Data Journalism! https://t.co/I7OeKkLq2S Thanks to @infogram @guidodeckstein @NDBS_events #datacenter #cloud',
 '#interessant Mexico, buurland USA. In Mexico stad alleen al zijn duizenden spoorloos https://t.co/UxG9ZSmhxe',
 "Biggest leak in the history of data journalism just went live, and it's about The Zodiac Killer.",
 "L'un des problèmes majeurs pointés par Human Rights Watch : le data-journalism sur Snapchat",
 "LatAm + Spanish journos can take @utknightcenter's free online course. @spcrucianelli will offer lessons in #ddj: https://t.co/Kozn3Jojpk",
 "@AlecJRoss We've also launched a new data journalism website with @whipboard - would love for your thoughts, help getting it off the ground!",
 '8 Fantastic Examples of Data Journalism https://t.co/s1Xc6cJrjA #bigdata #datascience',
 'How one Mexican data team uncovered the story of 4,000 missing women https://t.co/LjFJibuHkd',
 'Does also log, export noise data in dB. Useful for experiments in data journalism classrooms? QoL studies? https://t.co/vDFClXSNWx',
 '@emmettrensin data journalism on which data journalists are worthless.',
 '@iraqiblogger https://t.co/Xa5bXwC5I4',
 "@MihaMarkic @FransBouma The map? It's a screenshot of an interactive map of all war deaths in Iraq, from WikiLeaks:\nhttps://t.co/RzVNoLBzkU",
 '@sonicfray here you go: https://t.co/BpXn3N3vrs',
 '@slinde22 Did you watch the video? Not praising, contrasting Iraq terrorism now vs under Sadaam. Seems accurate per https://t.co/vCT5EQdvps',
 '@Hillotolppa Löytyy jopa linkki raakadataan. https://t.co/wRhuLDqQms @turkuderringer',
 '@aj_joven this is basically what I assume data journalism is, so',
 'Data journalism is preoccupied with informing the people more about their own voting behavior than the people actually on the ballot',
 'The latest Data Journalism Daily! https://t.co/uezQyBUlFf Thanks to @timetric @pj_go_2020 @deSyracuse #twitter #marketing',
 '@RaviAranke 538 @ userR https://t.co/WTcYavsb5X',
 '8 Fantastic Examples of Data Journalism https://t.co/lUz7EfEm4n #bigdata #datascience',
 '#Journalism Abraji offers online course in #data journalism [Brazil] https://t.co/W0ygeUyjTi',
 '#Journalism Course focuses on data journalism [Ukraine] https://t.co/gN5wQbX0LG',
 'Data Journalism in Kenya Makes an Impact @internews https://t.co/aOx3iUEZcj',
 'https://t.co/E4ZVV6XVHP',
 'We interviewed Simon Rogers, Data Editor at Google, about the future of data journalism. https://t.co/FPtrUk0Qfw https://t.co/I664sq2Jag',
 'Każda kropka to jedna śmierć na terenie Bagdadu w latach 2004-2009. Dane za https://t.co/uYw5wtaTDY https://t.co/nNTCe2M9eI',
 'Video from @Kath_TheDetail at #RSSAwards noting the importance of data journalism to hold govt to account https://t.co/1mThUDMDYT',
 '8 Fantastic Examples of Data Journalism https://t.co/vgAKyawsBj #bigdata #datascience',
 "La mappa delle autobombe a Baghdad dal 2003 ad oggi, l'avete vista?\nhttps://t.co/RFL8mO16pO",
 '.@ICFJKnight Fellow @SoapSudTycoon visited our office to discuss @code4sa’s data journalism academy &amp; more: https://t.co/oYUdGdTov5',
 'Data journalism: Why Hollywood keeps making terrible sequels https://t.co/3qTg376Siv',
 '8 fantastic examples of data journalism - https://t.co/txj2G1F3xp https://t.co/kgQB0zUryl',
 ".@utknightcenter's free online course for Spanish speakers ft. @spcrucianelli. You'll learn #datajournalism basics: https://t.co/Kozn3J6IxM",
 'An example of DATA JOURNALISM:How d story came out? #webscraping #webcrawler\nhttps://t.co/PpDWPHgQ2y\n@cijnepal @GaunleShiva @Anurag_Acharya',
 'Panama Papers: Largest data journalism investigation in history https://t.co/z4klOgLDNZ',
 "FiveThirtyEight's data journalism workflow with R\nhttps://t.co/x8f8Fc9Fd9\n#rstats #ggplot2 #useR2016",
 "FiveThirtyEight's data journalism workflow with R @FiveThirtyEight @andrewflowers https://t.co/met4am7CWB #useR2016 #rstats",
 'Top Ten #ddj: The Week’s Most Popular Data Journalism Links https://t.co/mjIf6scio7',
 'Numbers &amp; words: How #datajournalism can do wonders for your content marketing: https://t.co/jSVVEXQkV8 https://t.co/gSnWlZF2pw',
 'Data Journalism: A Simple Guide for Marketers https://t.co/MFJGRdJ6QK',
 "Biggest leak in the history of data journalism just went live, and it's about BernieBros.",
 'Se questo è un Uomo \n#BaghdadAttack \n\nhttps://t.co/l7CLCUWsCW',
 'Un informe de UK dice que la invasión a Irak fue innecesaria. Novedad, ¿eh?. Desde entonces este infierno -&gt; https://t.co/q5129zZDmd',
 'Great great line-up of speakers at Digital Humanities &amp; Data Journalism Symposium in Miami! https://t.co/bHNGkOs2e0 cc @albertocairo #ddj',
 'A map of every car bomb explosion in Baghdad since 2003. \nhttps://t.co/cmxJBkNOGF\n#Chilcot #Iraq https://t.co/H0gQnME23U',
 ".@HacksHackersBA I'm going! I was there in 2014 and it was great :) #data #journalism",
 'So much blood on their hands (Blair in particular) here are the stats about deaths in Iraq since 2003 https://t.co/XBn4Ke9VH8',
 'Visiting LocalFocus in Amsterdam. Data journalism for newsrooms. What a cool office in the middle of Vondelpark.  https://t.co/vsTOAyWdDU',
 'Top Ten #ddj: The Week’s Most Popular #data #journalism Links https://t.co/XgIc54dH0V via @gijn',
 '… flera år och 3) Mellan -03 och -10 har det skett över 65 000 bombningar. I april 07 över 2 000 explosioner t.ex. https://t.co/pNRQfXOZPB',
 "Biggest leak in the history of data journalism just went live, and it's about airline food.",
 "@DanBiddle not quite. It's lifted from a Grauniad Data Blog https://t.co/R68fWPWjjE and is all deaths including murders. Still bad.",
 'Horrific, but important data journalism from @guardian. https://t.co/qDyqh4dUSK',
 'Data-driven journalism Top 10: Brexit, Aleph data search tool, spacial data &amp; more https://t.co/ItaZ0ujn9O #ddj https://t.co/PkdjHLEzVj',
 'The latest Data Journalism! https://t.co/PU1e0ZAT9U #knightarts #libraries',
 "Biggest leak in the history of data journalism just went live, and it's about ethics in games journalism.",
 'Digital Humanities + Data Journalism Symposium - .@albertocairo\n\nDetails: https://t.co/QLKtqnJVeE v @MaxCRoser https://t.co/PKAR43AX8M',
 'When it comes to data journalism I basically read the headline and just assume that its accurat cause it makes NO sense to me',
 'The latest Data Journalism! https://t.co/PVchaP1ci4 Thanks to @romansuarezg @Enjoyableart @IE_AnneClaire #datacenter #journalism',
 '@cinozgecan https://t.co/f7QhWElwv9',
 "Wikileaks Iraq: data journalism maps every death.\nThanks to John O'Dea @John1ODea https://t.co/OhByUP19W2",
 '@Floridi no worries, lots of ppl are tweeting it😊 here is more info if you want https://t.co/CtAEBpajIU',
 'Free online course in Spanish on digital tools for data journalism https://t.co/HM72X3OiE4 https://t.co/i1l3HJoW2J',
 'https://t.co/lgthqFcXvC https://t.co/a3VUW1986M',
 'Data Journalism: A Simple Guide for Marketers https://t.co/OE29eN6hhj | https://t.co/t5I1exyLrq https://t.co/0NRFTL7aU4',
 'Data Journalism: A Simple Guide for Marketers https://t.co/OE29eMOGpL | https://t.co/t5I1exhazS https://t.co/pGSYCCqHFS',
 '[PDF] "DOWNLOAD" The Data Journalism Handbook Free https://t.co/zupio3nBoG #ddj #',
 'Learn how to find data and research that will support story development at the #jaws16 workshop in Roanoke. Details: https://t.co/Gb0VJavKq0',
 'Great lineup at the Data Journalism Symposium at UM. Hope I can make it. https://t.co/B3OASFYanM https://t.co/fCdcaAqkc3',
 '8 Fantastic Examples of Data Journalism https://t.co/TGfaWwHgq4 #bigdata #datascience',
 'More on the fall conference that will explore the intersection of data journalism and digital humanities: https://t.co/Lh4kcuiWCA Join us!',
 'data journalism has officially jumped the shark https://t.co/QWRDNZStYA',
 "https://t.co/qmynOVuo5o Bagdad depuis 2003, cartographie de l'enfer https://t.co/ejIFZMvHGh",
 '@namlyd&gt;&gt;&gt;&gt; https://t.co/BdLAw6HNfp',
 '@PGerschmann @tomek_bartus Nie zupełnie. Wszystkie śmierci w wyniku działań terrorystycznych/wojennych https://t.co/JipHZHl7FD',
 'Data Journalism: A Simple Guide for Marketers https://t.co/Zm78rta1gU https://t.co/OwVxxbHA73',
 'Data Journalism - Vincere contro Equitalia si può, ma valutate bene i ricorsi https://t.co/YT2ZweeFFr',
 'https://t.co/l7w4QV7EQH \n\nيستحق الحفظ و #ريتويت ...  مع خريطة تفاعلية لكل الحالات الإجرامية بما فيها الإرهاب ...  عمل بحثي ! \n#العراق',
 'Miami conference to explore intersection of data journalism and digital humanities... https://t.co/Tcu6h3C9rg',
 "This @reason piece on how the US doesn't have a race problem is the worst faux data-journalism I've seen in my life\n\nhttps://t.co/G74UkNtVsq",
 "@PetiteFanfare le data-journalism, c'est moche.",
 "@mjd1735 @jpublik @harryfear https://t.co/QNXt0pcIIm here you are, apparently it's deaths not car bombs. Still horrific, though",
 '@jacksongs you might be interested in this submission I put up last year :) https://t.co/YoLeIbZHX1',
 '@Morning_Joe https://t.co/ICLU4DihSK',
 "Biggest leak in the history of data journalism just went live, and it's about Jack White playing a trombone.",
 'Horrific &gt; #Wikileaks #Iraq #datajournalism maps every death https://t.co/ID2S7iZF5E #Chilcot #DataVisualization',
 'Data #Journalism: A Simple Guide for #Marketers  https://t.co/uVk0C5Thmb',
 'Herramientas digitales para el periodismo de datos https://t.co/aIM93pkfwR - Online course on data journalism open [Latin America, Spain]',
 'A G G H I A C C I A N T E \nLa mappa delle autobombe su Baghdad dal 2003 a oggi… https://t.co/YJ1vGl5Sf8',
 'Data Journalism: A Simple Guide for Marketers https://t.co/imYIVM9las',
 'How Data Journalism Can Transform Your Content Marketing https://t.co/s6pw5qq9kS',
 'The latest Data Journalism! https://t.co/8Hlx9of2oZ #knightcities #mobilefirst',
 'Online course on data journalism open [Latin America, Spain] https://t.co/Ar8Qlf1Ln1 https://t.co/kKc3KgObjD',
 '@A_Gasparyan Это карта насильственных смертей с 2003 по 2009.\nБудьте аккуратнее в написании заголовков.\nhttps://t.co/eeDTKAA6wZ',
 "@CarrieTait I don't have those numbers but based on my data journalism + math skills probably 60,000+",
 '8 Fantastic Examples of Data Journalism https://t.co/hnHJDZOMR6 #bigdata #datascience',
 'Wikileaks Iraq: data journalism maps every death https://t.co/i0e7DEyYgd',
 '[PDF] "DOWNLOAD" The Data Journalism Handbook Free https://t.co/aEa6eW6BKZ #ddj #',
 'The latest Data Journalism! https://t.co/opvpjIJRyX Thanks to @infogram @guidodeckstein @NDBS_events #datacenter #cloud',
 'The latest Data Journalism! https://t.co/t1DPeRtSij Thanks to @infogram @guidodeckstein @NDBS_events #datacenter #cloud',
 'The latest Data Journalism! https://t.co/I7OeKkLq2S Thanks to @infogram @guidodeckstein @NDBS_events #datacenter #cloud',
 '#interessant Mexico, buurland USA. In Mexico stad alleen al zijn duizenden spoorloos https://t.co/UxG9ZSmhxe',
 "Biggest leak in the history of data journalism just went live, and it's about The Zodiac Killer.",
 "L'un des problèmes majeurs pointés par Human Rights Watch : le data-journalism sur Snapchat",
 "LatAm + Spanish journos can take @utknightcenter's free online course. @spcrucianelli will offer lessons in #ddj: https://t.co/Kozn3Jojpk",
 "@AlecJRoss We've also launched a new data journalism website with @whipboard - would love for your thoughts, help getting it off the ground!",
 '8 Fantastic Examples of Data Journalism https://t.co/s1Xc6cJrjA #bigdata #datascience',
 'How one Mexican data team uncovered the story of 4,000 missing women https://t.co/LjFJibuHkd',
 'Does also log, export noise data in dB. Useful for experiments in data journalism classrooms? QoL studies? https://t.co/vDFClXSNWx',
 '@emmettrensin data journalism on which data journalists are worthless.',
 '@iraqiblogger https://t.co/Xa5bXwC5I4',
 "@MihaMarkic @FransBouma The map? It's a screenshot of an interactive map of all war deaths in Iraq, from WikiLeaks:\nhttps://t.co/RzVNoLBzkU",
 '@sonicfray here you go: https://t.co/BpXn3N3vrs',
 '@slinde22 Did you watch the video? Not praising, contrasting Iraq terrorism now vs under Sadaam. Seems accurate per https://t.co/vCT5EQdvps',
 '@Hillotolppa Löytyy jopa linkki raakadataan. https://t.co/wRhuLDqQms @turkuderringer',
 '@aj_joven this is basically what I assume data journalism is, so',
 'Data journalism is preoccupied with informing the people more about their own voting behavior than the people actually on the ballot',
 'The latest Data Journalism Daily! https://t.co/uezQyBUlFf Thanks to @timetric @pj_go_2020 @deSyracuse #twitter #marketing',
 '@RaviAranke 538 @ userR https://t.co/WTcYavsb5X',
 '8 Fantastic Examples of Data Journalism https://t.co/lUz7EfEm4n #bigdata #datascience',
 '#Journalism Abraji offers online course in #data journalism [Brazil] https://t.co/W0ygeUyjTi',
 '#Journalism Course focuses on data journalism [Ukraine] https://t.co/gN5wQbX0LG',
 'Data Journalism in Kenya Makes an Impact @internews https://t.co/aOx3iUEZcj',
 'https://t.co/E4ZVV6XVHP',
 'We interviewed Simon Rogers, Data Editor at Google, about the future of data journalism. https://t.co/FPtrUk0Qfw https://t.co/I664sq2Jag',
 'Każda kropka to jedna śmierć na terenie Bagdadu w latach 2004-2009. Dane za https://t.co/uYw5wtaTDY https://t.co/nNTCe2M9eI',
 'Video from @Kath_TheDetail at #RSSAwards noting the importance of data journalism to hold govt to account https://t.co/1mThUDMDYT',
 '8 Fantastic Examples of Data Journalism https://t.co/vgAKyawsBj #bigdata #datascience',
 "La mappa delle autobombe a Baghdad dal 2003 ad oggi, l'avete vista?\nhttps://t.co/RFL8mO16pO",
 '.@ICFJKnight Fellow @SoapSudTycoon visited our office to discuss @code4sa’s data journalism academy &amp; more: https://t.co/oYUdGdTov5',
 'Data journalism: Why Hollywood keeps making terrible sequels https://t.co/3qTg376Siv',
 '8 fantastic examples of data journalism - https://t.co/txj2G1F3xp https://t.co/kgQB0zUryl',
 ".@utknightcenter's free online course for Spanish speakers ft. @spcrucianelli. You'll learn #datajournalism basics: https://t.co/Kozn3J6IxM",
 'An example of DATA JOURNALISM:How d story came out? #webscraping #webcrawler\nhttps://t.co/PpDWPHgQ2y\n@cijnepal @GaunleShiva @Anurag_Acharya',
 'Panama Papers: Largest data journalism investigation in history https://t.co/z4klOgLDNZ',
 "FiveThirtyEight's data journalism workflow with R\nhttps://t.co/x8f8Fc9Fd9\n#rstats #ggplot2 #useR2016",
 "FiveThirtyEight's data journalism workflow with R @FiveThirtyEight @andrewflowers https://t.co/met4am7CWB #useR2016 #rstats",
 'Top Ten #ddj: The Week’s Most Popular Data Journalism Links https://t.co/mjIf6scio7',
 'Numbers &amp; words: How #datajournalism can do wonders for your content marketing: https://t.co/jSVVEXQkV8 https://t.co/gSnWlZF2pw',
 'Data Journalism: A Simple Guide for Marketers https://t.co/MFJGRdJ6QK',
 "Biggest leak in the history of data journalism just went live, and it's about BernieBros.",
 'Se questo è un Uomo \n#BaghdadAttack \n\nhttps://t.co/l7CLCUWsCW',
 'Un informe de UK dice que la invasión a Irak fue innecesaria. Novedad, ¿eh?. Desde entonces este infierno -&gt; https://t.co/q5129zZDmd',
 'Great great line-up of speakers at Digital Humanities &amp; Data Journalism Symposium in Miami! https://t.co/bHNGkOs2e0 cc @albertocairo #ddj',
 'A map of every car bomb explosion in Baghdad since 2003. \nhttps://t.co/cmxJBkNOGF\n#Chilcot #Iraq https://t.co/H0gQnME23U',
 ".@HacksHackersBA I'm going! I was there in 2014 and it was great :) #data #journalism",
 'So much blood on their hands (Blair in particular) here are the stats about deaths in Iraq since 2003 https://t.co/XBn4Ke9VH8',
 'Visiting LocalFocus in Amsterdam. Data journalism for newsrooms. What a cool office in the middle of Vondelpark.  https://t.co/vsTOAyWdDU',
 'Top Ten #ddj: The Week’s Most Popular #data #journalism Links https://t.co/XgIc54dH0V via @gijn',
 '… flera år och 3) Mellan -03 och -10 har det skett över 65 000 bombningar. I april 07 över 2 000 explosioner t.ex. https://t.co/pNRQfXOZPB',
 "Biggest leak in the history of data journalism just went live, and it's about airline food.",
 "@DanBiddle not quite. It's lifted from a Grauniad Data Blog https://t.co/R68fWPWjjE and is all deaths including murders. Still bad.",
 'Horrific, but important data journalism from @guardian. https://t.co/qDyqh4dUSK',
 'Data-driven journalism Top 10: Brexit, Aleph data search tool, spacial data &amp; more https://t.co/ItaZ0ujn9O #ddj https://t.co/PkdjHLEzVj',
 'The latest Data Journalism! https://t.co/PU1e0ZAT9U #knightarts #libraries',
 "Biggest leak in the history of data journalism just went live, and it's about ethics in games journalism.",
 'Digital Humanities + Data Journalism Symposium - .@albertocairo\n\nDetails: https://t.co/QLKtqnJVeE v @MaxCRoser https://t.co/PKAR43AX8M',
 'When it comes to data journalism I basically read the headline and just assume that its accurat cause it makes NO sense to me',
 'The latest Data Journalism! https://t.co/PVchaP1ci4 Thanks to @romansuarezg @Enjoyableart @IE_AnneClaire #datacenter #journalism',
 '@cinozgecan https://t.co/f7QhWElwv9',
 "Wikileaks Iraq: data journalism maps every death.\nThanks to John O'Dea @John1ODea https://t.co/OhByUP19W2",
 '@Floridi no worries, lots of ppl are tweeting it😊 here is more info if you want https://t.co/CtAEBpajIU',
 'Free online course in Spanish on digital tools for data journalism https://t.co/HM72X3OiE4 https://t.co/i1l3HJoW2J',
 'https://t.co/lgthqFcXvC https://t.co/a3VUW1986M',
 'Data Journalism: A Simple Guide for Marketers https://t.co/OE29eN6hhj | https://t.co/t5I1exyLrq https://t.co/0NRFTL7aU4',
 'Data Journalism: A Simple Guide for Marketers https://t.co/OE29eMOGpL | https://t.co/t5I1exhazS https://t.co/pGSYCCqHFS',
 '[PDF] "DOWNLOAD" The Data Journalism Handbook Free https://t.co/zupio3nBoG #ddj #',
 'Learn how to find data and research that will support story development at the #jaws16 workshop in Roanoke. Details: https://t.co/Gb0VJavKq0',
 'Great lineup at the Data Journalism Symposium at UM. Hope I can make it. https://t.co/B3OASFYanM https://t.co/fCdcaAqkc3',
 '8 Fantastic Examples of Data Journalism https://t.co/TGfaWwHgq4 #bigdata #datascience',
 'More on the fall conference that will explore the intersection of data journalism and digital humanities: https://t.co/Lh4kcuiWCA Join us!',
 'data journalism has officially jumped the shark https://t.co/QWRDNZStYA',
 "https://t.co/qmynOVuo5o Bagdad depuis 2003, cartographie de l'enfer https://t.co/ejIFZMvHGh",
 '@namlyd&gt;&gt;&gt;&gt; https://t.co/BdLAw6HNfp',
 '@PGerschmann @tomek_bartus Nie zupełnie. Wszystkie śmierci w wyniku działań terrorystycznych/wojennych https://t.co/JipHZHl7FD',
 'Data Journalism: A Simple Guide for Marketers https://t.co/Zm78rta1gU https://t.co/OwVxxbHA73',
 'Data Journalism - Vincere contro Equitalia si può, ma valutate bene i ricorsi https://t.co/YT2ZweeFFr',
 'https://t.co/l7w4QV7EQH \n\nيستحق الحفظ و #ريتويت ...  مع خريطة تفاعلية لكل الحالات الإجرامية بما فيها الإرهاب ...  عمل بحثي ! \n#العراق',
 'Miami conference to explore intersection of data journalism and digital humanities... https://t.co/Tcu6h3C9rg',
 "This @reason piece on how the US doesn't have a race problem is the worst faux data-journalism I've seen in my life\n\nhttps://t.co/G74UkNtVsq",
 "@PetiteFanfare le data-journalism, c'est moche.",
 "@mjd1735 @jpublik @harryfear https://t.co/QNXt0pcIIm here you are, apparently it's deaths not car bombs. Still horrific, though",
 '@jacksongs you might be interested in this submission I put up last year :) https://t.co/YoLeIbZHX1',
 '@Morning_Joe https://t.co/ICLU4DihSK',
 "Biggest leak in the history of data journalism just went live, and it's about Jack White playing a trombone.",
 'Horrific &gt; #Wikileaks #Iraq #datajournalism maps every death https://t.co/ID2S7iZF5E #Chilcot #DataVisualization',
 'Data #Journalism: A Simple Guide for #Marketers  https://t.co/uVk0C5Thmb',
 'Herramientas digitales para el periodismo de datos https://t.co/aIM93pkfwR - Online course on data journalism open [Latin America, Spain]',
 'A G G H I A C C I A N T E \nLa mappa delle autobombe su Baghdad dal 2003 a oggi… https://t.co/YJ1vGl5Sf8',
 'Data Journalism: A Simple Guide for Marketers https://t.co/imYIVM9las',
 'How Data Journalism Can Transform Your Content Marketing https://t.co/s6pw5qq9kS',
 'The latest Data Journalism! https://t.co/8Hlx9of2oZ #knightcities #mobilefirst',
 'Online course on data journalism open [Latin America, Spain] https://t.co/Ar8Qlf1Ln1 https://t.co/kKc3KgObjD',
 '@A_Gasparyan Это карта насильственных смертей с 2003 по 2009.\nБудьте аккуратнее в написании заголовков.\nhttps://t.co/eeDTKAA6wZ',
 "@CarrieTait I don't have those numbers but based on my data journalism + math skills probably 60,000+",
 '8 Fantastic Examples of Data Journalism https://t.co/hnHJDZOMR6 #bigdata #datascience',
 'Wikileaks Iraq: data journalism maps every death https://t.co/i0e7DEyYgd',
 '[PDF] "DOWNLOAD" The Data Journalism Handbook Free https://t.co/aEa6eW6BKZ #ddj #',
 'The latest Data Journalism! https://t.co/opvpjIJRyX Thanks to @infogram @guidodeckstein @NDBS_events #datacenter #cloud',
 'The latest Data Journalism! https://t.co/t1DPeRtSij Thanks to @infogram @guidodeckstein @NDBS_events #datacenter #cloud',
 'The latest Data Journalism! https://t.co/I7OeKkLq2S Thanks to @infogram @guidodeckstein @NDBS_events #datacenter #cloud',
 '#interessant Mexico, buurland USA. In Mexico stad alleen al zijn duizenden spoorloos https://t.co/UxG9ZSmhxe',
 "Biggest leak in the history of data journalism just went live, and it's about The Zodiac Killer.",
 "L'un des problèmes majeurs pointés par Human Rights Watch : le data-journalism sur Snapchat",
 "LatAm + Spanish journos can take @utknightcenter's free online course. @spcrucianelli will offer lessons in #ddj: https://t.co/Kozn3Jojpk",
 "@AlecJRoss We've also launched a new data journalism website with @whipboard - would love for your thoughts, help getting it off the ground!",
 '8 Fantastic Examples of Data Journalism https://t.co/s1Xc6cJrjA #bigdata #datascience',
 'How one Mexican data team uncovered the story of 4,000 missing women https://t.co/LjFJibuHkd',
 'Does also log, export noise data in dB. Useful for experiments in data journalism classrooms? QoL studies? https://t.co/vDFClXSNWx',
 '@emmettrensin data journalism on which data journalists are worthless.',
 '@iraqiblogger https://t.co/Xa5bXwC5I4',
 "@MihaMarkic @FransBouma The map? It's a screenshot of an interactive map of all war deaths in Iraq, from WikiLeaks:\nhttps://t.co/RzVNoLBzkU",
 '@sonicfray here you go: https://t.co/BpXn3N3vrs',
 '@slinde22 Did you watch the video? Not praising, contrasting Iraq terrorism now vs under Sadaam. Seems accurate per https://t.co/vCT5EQdvps',
 '@Hillotolppa Löytyy jopa linkki raakadataan. https://t.co/wRhuLDqQms @turkuderringer',
 '@aj_joven this is basically what I assume data journalism is, so',
 'Data journalism is preoccupied with informing the people more about their own voting behavior than the people actually on the ballot',
 'The latest Data Journalism Daily! https://t.co/uezQyBUlFf Thanks to @timetric @pj_go_2020 @deSyracuse #twitter #marketing',
 '@RaviAranke 538 @ userR https://t.co/WTcYavsb5X',
 '8 Fantastic Examples of Data Journalism https://t.co/lUz7EfEm4n #bigdata #datascience',
 '#Journalism Abraji offers online course in #data journalism [Brazil] https://t.co/W0ygeUyjTi',
 '#Journalism Course focuses on data journalism [Ukraine] https://t.co/gN5wQbX0LG',
 'Data Journalism in Kenya Makes an Impact @internews https://t.co/aOx3iUEZcj',
 'https://t.co/E4ZVV6XVHP',
 'We interviewed Simon Rogers, Data Editor at Google, about the future of data journalism. https://t.co/FPtrUk0Qfw https://t.co/I664sq2Jag',
 'Każda kropka to jedna śmierć na terenie Bagdadu w latach 2004-2009. Dane za https://t.co/uYw5wtaTDY https://t.co/nNTCe2M9eI',
 'Video from @Kath_TheDetail at #RSSAwards noting the importance of data journalism to hold govt to account https://t.co/1mThUDMDYT',
 '8 Fantastic Examples of Data Journalism https://t.co/vgAKyawsBj #bigdata #datascience',
 "La mappa delle autobombe a Baghdad dal 2003 ad oggi, l'avete vista?\nhttps://t.co/RFL8mO16pO",
 '.@ICFJKnight Fellow @SoapSudTycoon visited our office to discuss @code4sa’s data journalism academy &amp; more: https://t.co/oYUdGdTov5',
 'Data journalism: Why Hollywood keeps making terrible sequels https://t.co/3qTg376Siv',
 '8 fantastic examples of data journalism - https://t.co/txj2G1F3xp https://t.co/kgQB0zUryl',
 ".@utknightcenter's free online course for Spanish speakers ft. @spcrucianelli. You'll learn #datajournalism basics: https://t.co/Kozn3J6IxM",
 'An example of DATA JOURNALISM:How d story came out? #webscraping #webcrawler\nhttps://t.co/PpDWPHgQ2y\n@cijnepal @GaunleShiva @Anurag_Acharya',
 'Panama Papers: Largest data journalism investigation in history https://t.co/z4klOgLDNZ',
 "FiveThirtyEight's data journalism workflow with R\nhttps://t.co/x8f8Fc9Fd9\n#rstats #ggplot2 #useR2016",
 "FiveThirtyEight's data journalism workflow with R @FiveThirtyEight @andrewflowers https://t.co/met4am7CWB #useR2016 #rstats",
 'Top Ten #ddj: The Week’s Most Popular Data Journalism Links https://t.co/mjIf6scio7',
 'Numbers &amp; words: How #datajournalism can do wonders for your content marketing: https://t.co/jSVVEXQkV8 https://t.co/gSnWlZF2pw',
 'Data Journalism: A Simple Guide for Marketers https://t.co/MFJGRdJ6QK',
 "Biggest leak in the history of data journalism just went live, and it's about BernieBros.",
 'Se questo è un Uomo \n#BaghdadAttack \n\nhttps://t.co/l7CLCUWsCW',
 'Un informe de UK dice que la invasión a Irak fue innecesaria. Novedad, ¿eh?. Desde entonces este infierno -&gt; https://t.co/q5129zZDmd',
 'Great great line-up of speakers at Digital Humanities &amp; Data Journalism Symposium in Miami! https://t.co/bHNGkOs2e0 cc @albertocairo #ddj',
 'A map of every car bomb explosion in Baghdad since 2003. \nhttps://t.co/cmxJBkNOGF\n#Chilcot #Iraq https://t.co/H0gQnME23U',
 ".@HacksHackersBA I'm going! I was there in 2014 and it was great :) #data #journalism",
 'So much blood on their hands (Blair in particular) here are the stats about deaths in Iraq since 2003 https://t.co/XBn4Ke9VH8',
 'Visiting LocalFocus in Amsterdam. Data journalism for newsrooms. What a cool office in the middle of Vondelpark.  https://t.co/vsTOAyWdDU',
 'Top Ten #ddj: The Week’s Most Popular #data #journalism Links https://t.co/XgIc54dH0V via @gijn',
 '… flera år och 3) Mellan -03 och -10 har det skett över 65 000 bombningar. I april 07 över 2 000 explosioner t.ex. https://t.co/pNRQfXOZPB',
 "Biggest leak in the history of data journalism just went live, and it's about airline food.",
 "@DanBiddle not quite. It's lifted from a Grauniad Data Blog https://t.co/R68fWPWjjE and is all deaths including murders. Still bad.",
 'Horrific, but important data journalism from @guardian. https://t.co/qDyqh4dUSK',
 'Data-driven journalism Top 10: Brexit, Aleph data search tool, spacial data &amp; more https://t.co/ItaZ0ujn9O #ddj https://t.co/PkdjHLEzVj',
 'The latest Data Journalism! https://t.co/PU1e0ZAT9U #knightarts #libraries',
 "Biggest leak in the history of data journalism just went live, and it's about ethics in games journalism.",
 'Digital Humanities + Data Journalism Symposium - .@albertocairo\n\nDetails: https://t.co/QLKtqnJVeE v @MaxCRoser https://t.co/PKAR43AX8M',
 'When it comes to data journalism I basically read the headline and just assume that its accurat cause it makes NO sense to me',
 'The latest Data Journalism! https://t.co/PVchaP1ci4 Thanks to @romansuarezg @Enjoyableart @IE_AnneClaire #datacenter #journalism',
 '@cinozgecan https://t.co/f7QhWElwv9',
 "Wikileaks Iraq: data journalism maps every death.\nThanks to John O'Dea @John1ODea https://t.co/OhByUP19W2",
 '@Floridi no worries, lots of ppl are tweeting it😊 here is more info if you want https://t.co/CtAEBpajIU',
 'Free online course in Spanish on digital tools for data journalism https://t.co/HM72X3OiE4 https://t.co/i1l3HJoW2J',
 'https://t.co/lgthqFcXvC https://t.co/a3VUW1986M',
 'Data Journalism: A Simple Guide for Marketers https://t.co/OE29eN6hhj | https://t.co/t5I1exyLrq https://t.co/0NRFTL7aU4',
 'Data Journalism: A Simple Guide for Marketers https://t.co/OE29eMOGpL | https://t.co/t5I1exhazS https://t.co/pGSYCCqHFS',
 '[PDF] "DOWNLOAD" The Data Journalism Handbook Free https://t.co/zupio3nBoG #ddj #',
 'Learn how to find data and research that will support story development at the #jaws16 workshop in Roanoke. Details: https://t.co/Gb0VJavKq0',
 'Great lineup at the Data Journalism Symposium at UM. Hope I can make it. https://t.co/B3OASFYanM https://t.co/fCdcaAqkc3',
 '8 Fantastic Examples of Data Journalism https://t.co/TGfaWwHgq4 #bigdata #datascience',
 'More on the fall conference that will explore the intersection of data journalism and digital humanities: https://t.co/Lh4kcuiWCA Join us!',
 'data journalism has officially jumped the shark https://t.co/QWRDNZStYA',
 "https://t.co/qmynOVuo5o Bagdad depuis 2003, cartographie de l'enfer https://t.co/ejIFZMvHGh",
 '@namlyd&gt;&gt;&gt;&gt; https://t.co/BdLAw6HNfp',
 '@PGerschmann @tomek_bartus Nie zupełnie. Wszystkie śmierci w wyniku działań terrorystycznych/wojennych https://t.co/JipHZHl7FD',
 'Data Journalism: A Simple Guide for Marketers https://t.co/Zm78rta1gU https://t.co/OwVxxbHA73',
 'Data Journalism - Vincere contro Equitalia si può, ma valutate bene i ricorsi https://t.co/YT2ZweeFFr',
 'https://t.co/l7w4QV7EQH \n\nيستحق الحفظ و #ريتويت ...  مع خريطة تفاعلية لكل الحالات الإجرامية بما فيها الإرهاب ...  عمل بحثي ! \n#العراق',
 'Miami conference to explore intersection of data journalism and digital humanities... https://t.co/Tcu6h3C9rg',
 "This @reason piece on how the US doesn't have a race problem is the worst faux data-journalism I've seen in my life\n\nhttps://t.co/G74UkNtVsq",
 "@PetiteFanfare le data-journalism, c'est moche.",
 "@mjd1735 @jpublik @harryfear https://t.co/QNXt0pcIIm here you are, apparently it's deaths not car bombs. Still horrific, though",
 '@jacksongs you might be interested in this submission I put up last year :) https://t.co/YoLeIbZHX1',
 '@Morning_Joe https://t.co/ICLU4DihSK',
 "Biggest leak in the history of data journalism just went live, and it's about Jack White playing a trombone.",
 'Horrific &gt; #Wikileaks #Iraq #datajournalism maps every death https://t.co/ID2S7iZF5E #Chilcot #DataVisualization',
 'Data #Journalism: A Simple Guide for #Marketers  https://t.co/uVk0C5Thmb',
 'Herramientas digitales para el periodismo de datos https://t.co/aIM93pkfwR - Online course on data journalism open [Latin America, Spain]',
 'A G G H I A C C I A N T E \nLa mappa delle autobombe su Baghdad dal 2003 a oggi… https://t.co/YJ1vGl5Sf8',
 'Data Journalism: A Simple Guide for Marketers https://t.co/imYIVM9las',
 'How Data Journalism Can Transform Your Content Marketing https://t.co/s6pw5qq9kS',
 'The latest Data Journalism! https://t.co/8Hlx9of2oZ #knightcities #mobilefirst',
 'Online course on data journalism open [Latin America, Spain] https://t.co/Ar8Qlf1Ln1 https://t.co/kKc3KgObjD',
 '@A_Gasparyan Это карта насильственных смертей с 2003 по 2009.\nБудьте аккуратнее в написании заголовков.\nhttps://t.co/eeDTKAA6wZ',
 "@CarrieTait I don't have those numbers but based on my data journalism + math skills probably 60,000+",
 '8 Fantastic Examples of Data Journalism https://t.co/hnHJDZOMR6 #bigdata #datascience',
 'Wikileaks Iraq: data journalism maps every death https://t.co/i0e7DEyYgd',
 '[PDF] "DOWNLOAD" The Data Journalism Handbook Free https://t.co/aEa6eW6BKZ #ddj #',
 'The latest Data Journalism! https://t.co/opvpjIJRyX Thanks to @infogram @guidodeckstein @NDBS_events #datacenter #cloud',
 'The latest Data Journalism! https://t.co/t1DPeRtSij Thanks to @infogram @guidodeckstein @NDBS_events #datacenter #cloud',
 'The latest Data Journalism! https://t.co/I7OeKkLq2S Thanks to @infogram @guidodeckstein @NDBS_events #datacenter #cloud',
 '#interessant Mexico, buurland USA. In Mexico stad alleen al zijn duizenden spoorloos https://t.co/UxG9ZSmhxe',
 "Biggest leak in the history of data journalism just went live, and it's about The Zodiac Killer.",
 "L'un des problèmes majeurs pointés par Human Rights Watch : le data-journalism sur Snapchat",
 "LatAm + Spanish journos can take @utknightcenter's free online course. @spcrucianelli will offer lessons in #ddj: https://t.co/Kozn3Jojpk",
 "@AlecJRoss We've also launched a new data journalism website with @whipboard - would love for your thoughts, help getting it off the ground!",
 '8 Fantastic Examples of Data Journalism https://t.co/s1Xc6cJrjA #bigdata #datascience',
 'How one Mexican data team uncovered the story of 4,000 missing women https://t.co/LjFJibuHkd',
 'Does also log, export noise data in dB. Useful for experiments in data journalism classrooms? QoL studies? https://t.co/vDFClXSNWx',
 '@emmettrensin data journalism on which data journalists are worthless.',
 '@iraqiblogger https://t.co/Xa5bXwC5I4',
 "@MihaMarkic @FransBouma The map? It's a screenshot of an interactive map of all war deaths in Iraq, from WikiLeaks:\nhttps://t.co/RzVNoLBzkU",
 '@sonicfray here you go: https://t.co/BpXn3N3vrs',
 '@slinde22 Did you watch the video? Not praising, contrasting Iraq terrorism now vs under Sadaam. Seems accurate per https://t.co/vCT5EQdvps',
 '@Hillotolppa Löytyy jopa linkki raakadataan. https://t.co/wRhuLDqQms @turkuderringer',
 '@aj_joven this is basically what I assume data journalism is, so',
 'Data journalism is preoccupied with informing the people more about their own voting behavior than the people actually on the ballot',
 'The latest Data Journalism Daily! https://t.co/uezQyBUlFf Thanks to @timetric @pj_go_2020 @deSyracuse #twitter #marketing',
 '@RaviAranke 538 @ userR https://t.co/WTcYavsb5X',
 '8 Fantastic Examples of Data Journalism https://t.co/lUz7EfEm4n #bigdata #datascience',
 '#Journalism Abraji offers online course in #data journalism [Brazil] https://t.co/W0ygeUyjTi',
 '#Journalism Course focuses on data journalism [Ukraine] https://t.co/gN5wQbX0LG',
 'Data Journalism in Kenya Makes an Impact @internews https://t.co/aOx3iUEZcj',
 'https://t.co/E4ZVV6XVHP',
 'We interviewed Simon Rogers, Data Editor at Google, about the future of data journalism. https://t.co/FPtrUk0Qfw https://t.co/I664sq2Jag',
 'Każda kropka to jedna śmierć na terenie Bagdadu w latach 2004-2009. Dane za https://t.co/uYw5wtaTDY https://t.co/nNTCe2M9eI',
 'Video from @Kath_TheDetail at #RSSAwards noting the importance of data journalism to hold govt to account https://t.co/1mThUDMDYT',
 '8 Fantastic Examples of Data Journalism https://t.co/vgAKyawsBj #bigdata #datascience',
 "La mappa delle autobombe a Baghdad dal 2003 ad oggi, l'avete vista?\nhttps://t.co/RFL8mO16pO",
 '.@ICFJKnight Fellow @SoapSudTycoon visited our office to discuss @code4sa’s data journalism academy &amp; more: https://t.co/oYUdGdTov5',
 'Data journalism: Why Hollywood keeps making terrible sequels https://t.co/3qTg376Siv',
 '8 fantastic examples of data journalism - https://t.co/txj2G1F3xp https://t.co/kgQB0zUryl',
 ".@utknightcenter's free online course for Spanish speakers ft. @spcrucianelli. You'll learn #datajournalism basics: https://t.co/Kozn3J6IxM",
 'An example of DATA JOURNALISM:How d story came out? #webscraping #webcrawler\nhttps://t.co/PpDWPHgQ2y\n@cijnepal @GaunleShiva @Anurag_Acharya',
 'Panama Papers: Largest data journalism investigation in history https://t.co/z4klOgLDNZ',
 "FiveThirtyEight's data journalism workflow with R\nhttps://t.co/x8f8Fc9Fd9\n#rstats #ggplot2 #useR2016",
 "FiveThirtyEight's data journalism workflow with R @FiveThirtyEight @andrewflowers https://t.co/met4am7CWB #useR2016 #rstats",
 'Top Ten #ddj: The Week’s Most Popular Data Journalism Links https://t.co/mjIf6scio7',
 'Numbers &amp; words: How #datajournalism can do wonders for your content marketing: https://t.co/jSVVEXQkV8 https://t.co/gSnWlZF2pw',
 'Data Journalism: A Simple Guide for Marketers https://t.co/MFJGRdJ6QK',
 "Biggest leak in the history of data journalism just went live, and it's about BernieBros.",
 'Se questo è un Uomo \n#BaghdadAttack \n\nhttps://t.co/l7CLCUWsCW',
 'Un informe de UK dice que la invasión a Irak fue innecesaria. Novedad, ¿eh?. Desde entonces este infierno -&gt; https://t.co/q5129zZDmd',
 'Great great line-up of speakers at Digital Humanities &amp; Data Journalism Symposium in Miami! https://t.co/bHNGkOs2e0 cc @albertocairo #ddj',
 'A map of every car bomb explosion in Baghdad since 2003. \nhttps://t.co/cmxJBkNOGF\n#Chilcot #Iraq https://t.co/H0gQnME23U',
 ".@HacksHackersBA I'm going! I was there in 2014 and it was great :) #data #journalism",
 'So much blood on their hands (Blair in particular) here are the stats about deaths in Iraq since 2003 https://t.co/XBn4Ke9VH8',
 'Visiting LocalFocus in Amsterdam. Data journalism for newsrooms. What a cool office in the middle of Vondelpark.  https://t.co/vsTOAyWdDU',
 'Top Ten #ddj: The Week’s Most Popular #data #journalism Links https://t.co/XgIc54dH0V via @gijn',
 '… flera år och 3) Mellan -03 och -10 har det skett över 65 000 bombningar. I april 07 över 2 000 explosioner t.ex. https://t.co/pNRQfXOZPB',
 "Biggest leak in the history of data journalism just went live, and it's about airline food.",
 "@DanBiddle not quite. It's lifted from a Grauniad Data Blog https://t.co/R68fWPWjjE and is all deaths including murders. Still bad.",
 'Horrific, but important data journalism from @guardian. https://t.co/qDyqh4dUSK',
 'Data-driven journalism Top 10: Brexit, Aleph data search tool, spacial data &amp; more https://t.co/ItaZ0ujn9O #ddj https://t.co/PkdjHLEzVj',
 'The latest Data Journalism! https://t.co/PU1e0ZAT9U #knightarts #libraries',
 "Biggest leak in the history of data journalism just went live, and it's about ethics in games journalism.",
 'Digital Humanities + Data Journalism Symposium - .@albertocairo\n\nDetails: https://t.co/QLKtqnJVeE v @MaxCRoser https://t.co/PKAR43AX8M',
 'When it comes to data journalism I basically read the headline and just assume that its accurat cause it makes NO sense to me',
 'The latest Data Journalism! https://t.co/PVchaP1ci4 Thanks to @romansuarezg @Enjoyableart @IE_AnneClaire #datacenter #journalism',
 '@cinozgecan https://t.co/f7QhWElwv9',
 "Wikileaks Iraq: data journalism maps every death.\nThanks to John O'Dea @John1ODea https://t.co/OhByUP19W2",
 '@Floridi no worries, lots of ppl are tweeting it😊 here is more info if you want https://t.co/CtAEBpajIU',
 'Free online course in Spanish on digital tools for data journalism https://t.co/HM72X3OiE4 https://t.co/i1l3HJoW2J',
 'https://t.co/lgthqFcXvC https://t.co/a3VUW1986M',
 'Data Journalism: A Simple Guide for Marketers https://t.co/OE29eN6hhj | https://t.co/t5I1exyLrq https://t.co/0NRFTL7aU4',
 'Data Journalism: A Simple Guide for Marketers https://t.co/OE29eMOGpL | https://t.co/t5I1exhazS https://t.co/pGSYCCqHFS',
 '[PDF] "DOWNLOAD" The Data Journalism Handbook Free https://t.co/zupio3nBoG #ddj #',
 'Learn how to find data and research that will support story development at the #jaws16 workshop in Roanoke. Details: https://t.co/Gb0VJavKq0',
 'Great lineup at the Data Journalism Symposium at UM. Hope I can make it. https://t.co/B3OASFYanM https://t.co/fCdcaAqkc3',
 '8 Fantastic Examples of Data Journalism https://t.co/TGfaWwHgq4 #bigdata #datascience',
 'More on the fall conference that will explore the intersection of data journalism and digital humanities: https://t.co/Lh4kcuiWCA Join us!',
 'data journalism has officially jumped the shark https://t.co/QWRDNZStYA',
 "https://t.co/qmynOVuo5o Bagdad depuis 2003, cartographie de l'enfer https://t.co/ejIFZMvHGh",
 '@namlyd&gt;&gt;&gt;&gt; https://t.co/BdLAw6HNfp',
 '@PGerschmann @tomek_bartus Nie zupełnie. Wszystkie śmierci w wyniku działań terrorystycznych/wojennych https://t.co/JipHZHl7FD',
 'Data Journalism: A Simple Guide for Marketers https://t.co/Zm78rta1gU https://t.co/OwVxxbHA73',
 'Data Journalism - Vincere contro Equitalia si può, ma valutate bene i ricorsi https://t.co/YT2ZweeFFr',
 'https://t.co/l7w4QV7EQH \n\nيستحق الحفظ و #ريتويت ...  مع خريطة تفاعلية لكل الحالات الإجرامية بما فيها الإرهاب ...  عمل بحثي ! \n#العراق',
 'Miami conference to explore intersection of data journalism and digital humanities... https://t.co/Tcu6h3C9rg',
 "This @reason piece on how the US doesn't have a race problem is the worst faux data-journalism I've seen in my life\n\nhttps://t.co/G74UkNtVsq",
 "@PetiteFanfare le data-journalism, c'est moche.",
 "@mjd1735 @jpublik @harryfear https://t.co/QNXt0pcIIm here you are, apparently it's deaths not car bombs. Still horrific, though",
 '@jacksongs you might be interested in this submission I put up last year :) https://t.co/YoLeIbZHX1',
 '@Morning_Joe https://t.co/ICLU4DihSK',
 "Biggest leak in the history of data journalism just went live, and it's about Jack White playing a trombone.",
 'Horrific &gt; #Wikileaks #Iraq #datajournalism maps every death https://t.co/ID2S7iZF5E #Chilcot #DataVisualization',
 'Data #Journalism: A Simple Guide for #Marketers  https://t.co/uVk0C5Thmb',
 'Herramientas digitales para el periodismo de datos https://t.co/aIM93pkfwR - Online course on data journalism open [Latin America, Spain]',
 'A G G H I A C C I A N T E \nLa mappa delle autobombe su Baghdad dal 2003 a oggi… https://t.co/YJ1vGl5Sf8',
 'Data Journalism: A Simple Guide for Marketers https://t.co/imYIVM9las',
 'How Data Journalism Can Transform Your Content Marketing https://t.co/s6pw5qq9kS',
 'The latest Data Journalism! https://t.co/8Hlx9of2oZ #knightcities #mobilefirst',
 'Online course on data journalism open [Latin America, Spain] https://t.co/Ar8Qlf1Ln1 https://t.co/kKc3KgObjD',
 '@A_Gasparyan Это карта насильственных смертей с 2003 по 2009.\nБудьте аккуратнее в написании заголовков.\nhttps://t.co/eeDTKAA6wZ',
 "@CarrieTait I don't have those numbers but based on my data journalism + math skills probably 60,000+",
 '8 Fantastic Examples of Data Journalism https://t.co/hnHJDZOMR6 #bigdata #datascience',
 'Wikileaks Iraq: data journalism maps every death https://t.co/i0e7DEyYgd',
 '[PDF] "DOWNLOAD" The Data Journalism Handbook Free https://t.co/aEa6eW6BKZ #ddj #',
 'The latest Data Journalism! https://t.co/opvpjIJRyX Thanks to @infogram @guidodeckstein @NDBS_events #datacenter #cloud',
 'The latest Data Journalism! https://t.co/t1DPeRtSij Thanks to @infogram @guidodeckstein @NDBS_events #datacenter #cloud',
 'The latest Data Journalism! https://t.co/I7OeKkLq2S Thanks to @infogram @guidodeckstein @NDBS_events #datacenter #cloud',
 '#interessant Mexico, buurland USA. In Mexico stad alleen al zijn duizenden spoorloos https://t.co/UxG9ZSmhxe',
 "Biggest leak in the history of data journalism just went live, and it's about The Zodiac Killer.",
 "L'un des problèmes majeurs pointés par Human Rights Watch : le data-journalism sur Snapchat",
 "LatAm + Spanish journos can take @utknightcenter's free online course. @spcrucianelli will offer lessons in #ddj: https://t.co/Kozn3Jojpk",
 "@AlecJRoss We've also launched a new data journalism website with @whipboard - would love for your thoughts, help getting it off the ground!",
 '8 Fantastic Examples of Data Journalism https://t.co/s1Xc6cJrjA #bigdata #datascience',
 'How one Mexican data team uncovered the story of 4,000 missing women https://t.co/LjFJibuHkd',
 'Does also log, export noise data in dB. Useful for experiments in data journalism classrooms? QoL studies? https://t.co/vDFClXSNWx',
 '@emmettrensin data journalism on which data journalists are worthless.',
 '@iraqiblogger https://t.co/Xa5bXwC5I4',
 "@MihaMarkic @FransBouma The map? It's a screenshot of an interactive map of all war deaths in Iraq, from WikiLeaks:\nhttps://t.co/RzVNoLBzkU",
 '@sonicfray here you go: https://t.co/BpXn3N3vrs',
 '@slinde22 Did you watch the video? Not praising, contrasting Iraq terrorism now vs under Sadaam. Seems accurate per https://t.co/vCT5EQdvps',
 '@Hillotolppa Löytyy jopa linkki raakadataan. https://t.co/wRhuLDqQms @turkuderringer',
 '@aj_joven this is basically what I assume data journalism is, so',
 'Data journalism is preoccupied with informing the people more about their own voting behavior than the people actually on the ballot',
 'The latest Data Journalism Daily! https://t.co/uezQyBUlFf Thanks to @timetric @pj_go_2020 @deSyracuse #twitter #marketing',
 '@RaviAranke 538 @ userR https://t.co/WTcYavsb5X',
 '8 Fantastic Examples of Data Journalism https://t.co/lUz7EfEm4n #bigdata #datascience',
 '#Journalism Abraji offers online course in #data journalism [Brazil] https://t.co/W0ygeUyjTi',
 '#Journalism Course focuses on data journalism [Ukraine] https://t.co/gN5wQbX0LG',
 'Data Journalism in Kenya Makes an Impact @internews https://t.co/aOx3iUEZcj',
 'https://t.co/E4ZVV6XVHP',
 'We interviewed Simon Rogers, Data Editor at Google, about the future of data journalism. https://t.co/FPtrUk0Qfw https://t.co/I664sq2Jag',
 'Każda kropka to jedna śmierć na terenie Bagdadu w latach 2004-2009. Dane za https://t.co/uYw5wtaTDY https://t.co/nNTCe2M9eI',
 'Video from @Kath_TheDetail at #RSSAwards noting the importance of data journalism to hold govt to account https://t.co/1mThUDMDYT',
 '8 Fantastic Examples of Data Journalism https://t.co/vgAKyawsBj #bigdata #datascience',
 "La mappa delle autobombe a Baghdad dal 2003 ad oggi, l'avete vista?\nhttps://t.co/RFL8mO16pO",
 '.@ICFJKnight Fellow @SoapSudTycoon visited our office to discuss @code4sa’s data journalism academy &amp; more: https://t.co/oYUdGdTov5',
 'Data journalism: Why Hollywood keeps making terrible sequels https://t.co/3qTg376Siv',
 '8 fantastic examples of data journalism - https://t.co/txj2G1F3xp https://t.co/kgQB0zUryl',
 ".@utknightcenter's free online course for Spanish speakers ft. @spcrucianelli. You'll learn #datajournalism basics: https://t.co/Kozn3J6IxM",
 'An example of DATA JOURNALISM:How d story came out? #webscraping #webcrawler\nhttps://t.co/PpDWPHgQ2y\n@cijnepal @GaunleShiva @Anurag_Acharya',
 'Panama Papers: Largest data journalism investigation in history https://t.co/z4klOgLDNZ',
 "FiveThirtyEight's data journalism workflow with R\nhttps://t.co/x8f8Fc9Fd9\n#rstats #ggplot2 #useR2016",
 "FiveThirtyEight's data journalism workflow with R @FiveThirtyEight @andrewflowers https://t.co/met4am7CWB #useR2016 #rstats",
 'Top Ten #ddj: The Week’s Most Popular Data Journalism Links https://t.co/mjIf6scio7',
 'Numbers &amp; words: How #datajournalism can do wonders for your content marketing: https://t.co/jSVVEXQkV8 https://t.co/gSnWlZF2pw',
 'Data Journalism: A Simple Guide for Marketers https://t.co/MFJGRdJ6QK',
 "Biggest leak in the history of data journalism just went live, and it's about BernieBros.",
 'Se questo è un Uomo \n#BaghdadAttack \n\nhttps://t.co/l7CLCUWsCW',
 'Un informe de UK dice que la invasión a Irak fue innecesaria. Novedad, ¿eh?. Desde entonces este infierno -&gt; https://t.co/q5129zZDmd',
 'Great great line-up of speakers at Digital Humanities &amp; Data Journalism Symposium in Miami! https://t.co/bHNGkOs2e0 cc @albertocairo #ddj',
 'A map of every car bomb explosion in Baghdad since 2003. \nhttps://t.co/cmxJBkNOGF\n#Chilcot #Iraq https://t.co/H0gQnME23U',
 ".@HacksHackersBA I'm going! I was there in 2014 and it was great :) #data #journalism",
 'So much blood on their hands (Blair in particular) here are the stats about deaths in Iraq since 2003 https://t.co/XBn4Ke9VH8',
 'Visiting LocalFocus in Amsterdam. Data journalism for newsrooms. What a cool office in the middle of Vondelpark.  https://t.co/vsTOAyWdDU',
 'Top Ten #ddj: The Week’s Most Popular #data #journalism Links https://t.co/XgIc54dH0V via @gijn',
 '… flera år och 3) Mellan -03 och -10 har det skett över 65 000 bombningar. I april 07 över 2 000 explosioner t.ex. https://t.co/pNRQfXOZPB',
 "Biggest leak in the history of data journalism just went live, and it's about airline food.",
 "@DanBiddle not quite. It's lifted from a Grauniad Data Blog https://t.co/R68fWPWjjE and is all deaths including murders. Still bad.",
 'Horrific, but important data journalism from @guardian. https://t.co/qDyqh4dUSK',
 'Data-driven journalism Top 10: Brexit, Aleph data search tool, spacial data &amp; more https://t.co/ItaZ0ujn9O #ddj https://t.co/PkdjHLEzVj',
 'The latest Data Journalism! https://t.co/PU1e0ZAT9U #knightarts #libraries',
 "Biggest leak in the history of data journalism just went live, and it's about ethics in games journalism.",
 'Digital Humanities + Data Journalism Symposium - .@albertocairo\n\nDetails: https://t.co/QLKtqnJVeE v @MaxCRoser https://t.co/PKAR43AX8M',
 'When it comes to data journalism I basically read the headline and just assume that its accurat cause it makes NO sense to me',
 'The latest Data Journalism! https://t.co/PVchaP1ci4 Thanks to @romansuarezg @Enjoyableart @IE_AnneClaire #datacenter #journalism',
 '@cinozgecan https://t.co/f7QhWElwv9',
 "Wikileaks Iraq: data journalism maps every death.\nThanks to John O'Dea @John1ODea https://t.co/OhByUP19W2",
 '@Floridi no worries, lots of ppl are tweeting it😊 here is more info if you want https://t.co/CtAEBpajIU',
 'Free online course in Spanish on digital tools for data journalism https://t.co/HM72X3OiE4 https://t.co/i1l3HJoW2J',
 'https://t.co/lgthqFcXvC https://t.co/a3VUW1986M',
 'Data Journalism: A Simple Guide for Marketers https://t.co/OE29eN6hhj | https://t.co/t5I1exyLrq https://t.co/0NRFTL7aU4',
 'Data Journalism: A Simple Guide for Marketers https://t.co/OE29eMOGpL | https://t.co/t5I1exhazS https://t.co/pGSYCCqHFS',
 '[PDF] "DOWNLOAD" The Data Journalism Handbook Free https://t.co/zupio3nBoG #ddj #',
 'Learn how to find data and research that will support story development at the #jaws16 workshop in Roanoke. Details: https://t.co/Gb0VJavKq0',
 'Great lineup at the Data Journalism Symposium at UM. Hope I can make it. https://t.co/B3OASFYanM https://t.co/fCdcaAqkc3',
 '8 Fantastic Examples of Data Journalism https://t.co/TGfaWwHgq4 #bigdata #datascience',
 'More on the fall conference that will explore the intersection of data journalism and digital humanities: https://t.co/Lh4kcuiWCA Join us!',
 'data journalism has officially jumped the shark https://t.co/QWRDNZStYA',
 "https://t.co/qmynOVuo5o Bagdad depuis 2003, cartographie de l'enfer https://t.co/ejIFZMvHGh",
 '@namlyd&gt;&gt;&gt;&gt; https://t.co/BdLAw6HNfp',
 '@PGerschmann @tomek_bartus Nie zupełnie. Wszystkie śmierci w wyniku działań terrorystycznych/wojennych https://t.co/JipHZHl7FD',
 'Data Journalism: A Simple Guide for Marketers https://t.co/Zm78rta1gU https://t.co/OwVxxbHA73',
 'Data Journalism - Vincere contro Equitalia si può, ma valutate bene i ricorsi https://t.co/YT2ZweeFFr',
 'https://t.co/l7w4QV7EQH \n\nيستحق الحفظ و #ريتويت ...  مع خريطة تفاعلية لكل الحالات الإجرامية بما فيها الإرهاب ...  عمل بحثي ! \n#العراق',
 'Miami conference to explore intersection of data journalism and digital humanities... https://t.co/Tcu6h3C9rg',
 "This @reason piece on how the US doesn't have a race problem is the worst faux data-journalism I've seen in my life\n\nhttps://t.co/G74UkNtVsq",
 "@PetiteFanfare le data-journalism, c'est moche.",
 "@mjd1735 @jpublik @harryfear https://t.co/QNXt0pcIIm here you are, apparently it's deaths not car bombs. Still horrific, though",
 '@jacksongs you might be interested in this submission I put up last year :) https://t.co/YoLeIbZHX1',
 '@Morning_Joe https://t.co/ICLU4DihSK',
 "Biggest leak in the history of data journalism just went live, and it's about Jack White playing a trombone.",
 'Horrific &gt; #Wikileaks #Iraq #datajournalism maps every death https://t.co/ID2S7iZF5E #Chilcot #DataVisualization',
 'Data #Journalism: A Simple Guide for #Marketers  https://t.co/uVk0C5Thmb',
 'Herramientas digitales para el periodismo de datos https://t.co/aIM93pkfwR - Online course on data journalism open [Latin America, Spain]',
 'A G G H I A C C I A N T E \nLa mappa delle autobombe su Baghdad dal 2003 a oggi… https://t.co/YJ1vGl5Sf8',
 'Data Journalism: A Simple Guide for Marketers https://t.co/imYIVM9las',
 'How Data Journalism Can Transform Your Content Marketing https://t.co/s6pw5qq9kS',
 'The latest Data Journalism! https://t.co/8Hlx9of2oZ #knightcities #mobilefirst',
 'Online course on data journalism open [Latin America, Spain] https://t.co/Ar8Qlf1Ln1 https://t.co/kKc3KgObjD',
 '@A_Gasparyan Это карта насильственных смертей с 2003 по 2009.\nБудьте аккуратнее в написании заголовков.\nhttps://t.co/eeDTKAA6wZ',
 "@CarrieTait I don't have those numbers but based on my data journalism + math skills probably 60,000+",
 '8 Fantastic Examples of Data Journalism https://t.co/hnHJDZOMR6 #bigdata #datascience',
 'Wikileaks Iraq: data journalism maps every death https://t.co/i0e7DEyYgd',
 '[PDF] "DOWNLOAD" The Data Journalism Handbook Free https://t.co/aEa6eW6BKZ #ddj #',
 'The latest Data Journalism! https://t.co/opvpjIJRyX Thanks to @infogram @guidodeckstein @NDBS_events #datacenter #cloud',
 'The latest Data Journalism! https://t.co/t1DPeRtSij Thanks to @infogram @guidodeckstein @NDBS_events #datacenter #cloud',
 'The latest Data Journalism! https://t.co/I7OeKkLq2S Thanks to @infogram @guidodeckstein @NDBS_events #datacenter #cloud',
 '#interessant Mexico, buurland USA. In Mexico stad alleen al zijn duizenden spoorloos https://t.co/UxG9ZSmhxe',
 "Biggest leak in the history of data journalism just went live, and it's about The Zodiac Killer.",
 "L'un des problèmes majeurs pointés par Human Rights Watch : le data-journalism sur Snapchat",
 "LatAm + Spanish journos can take @utknightcenter's free online course. @spcrucianelli will offer lessons in #ddj: https://t.co/Kozn3Jojpk",
 "@AlecJRoss We've also launched a new data journalism website with @whipboard - would love for your thoughts, help getting it off the ground!",
 '8 Fantastic Examples of Data Journalism https://t.co/s1Xc6cJrjA #bigdata #datascience',
 'How one Mexican data team uncovered the story of 4,000 missing women https://t.co/LjFJibuHkd',
 'Does also log, export noise data in dB. Useful for experiments in data journalism classrooms? QoL studies? https://t.co/vDFClXSNWx',
 '@emmettrensin data journalism on which data journalists are worthless.',
 '@iraqiblogger https://t.co/Xa5bXwC5I4',
 "@MihaMarkic @FransBouma The map? It's a screenshot of an interactive map of all war deaths in Iraq, from WikiLeaks:\nhttps://t.co/RzVNoLBzkU",
 '@sonicfray here you go: https://t.co/BpXn3N3vrs',
 '@slinde22 Did you watch the video? Not praising, contrasting Iraq terrorism now vs under Sadaam. Seems accurate per https://t.co/vCT5EQdvps',
 '@Hillotolppa Löytyy jopa linkki raakadataan. https://t.co/wRhuLDqQms @turkuderringer',
 '@aj_joven this is basically what I assume data journalism is, so',
 'Data journalism is preoccupied with informing the people more about their own voting behavior than the people actually on the ballot',
 'The latest Data Journalism Daily! https://t.co/uezQyBUlFf Thanks to @timetric @pj_go_2020 @deSyracuse #twitter #marketing',
 '@RaviAranke 538 @ userR https://t.co/WTcYavsb5X',
 '8 Fantastic Examples of Data Journalism https://t.co/lUz7EfEm4n #bigdata #datascience',
 '#Journalism Abraji offers online course in #data journalism [Brazil] https://t.co/W0ygeUyjTi',
 '#Journalism Course focuses on data journalism [Ukraine] https://t.co/gN5wQbX0LG',
 'Data Journalism in Kenya Makes an Impact @internews https://t.co/aOx3iUEZcj',
 'https://t.co/E4ZVV6XVHP',
 'We interviewed Simon Rogers, Data Editor at Google, about the future of data journalism. https://t.co/FPtrUk0Qfw https://t.co/I664sq2Jag',
 'Każda kropka to jedna śmierć na terenie Bagdadu w latach 2004-2009. Dane za https://t.co/uYw5wtaTDY https://t.co/nNTCe2M9eI',
 'Video from @Kath_TheDetail at #RSSAwards noting the importance of data journalism to hold govt to account https://t.co/1mThUDMDYT',
 '8 Fantastic Examples of Data Journalism https://t.co/vgAKyawsBj #bigdata #datascience',
 "La mappa delle autobombe a Baghdad dal 2003 ad oggi, l'avete vista?\nhttps://t.co/RFL8mO16pO",
 '.@ICFJKnight Fellow @SoapSudTycoon visited our office to discuss @code4sa’s data journalism academy &amp; more: https://t.co/oYUdGdTov5',
 'Data journalism: Why Hollywood keeps making terrible sequels https://t.co/3qTg376Siv',
 '8 fantastic examples of data journalism - https://t.co/txj2G1F3xp https://t.co/kgQB0zUryl',
 ".@utknightcenter's free online course for Spanish speakers ft. @spcrucianelli. You'll learn #datajournalism basics: https://t.co/Kozn3J6IxM",
 'An example of DATA JOURNALISM:How d story came out? #webscraping #webcrawler\nhttps://t.co/PpDWPHgQ2y\n@cijnepal @GaunleShiva @Anurag_Acharya',
 'Panama Papers: Largest data journalism investigation in history https://t.co/z4klOgLDNZ',
 "FiveThirtyEight's data journalism workflow with R\nhttps://t.co/x8f8Fc9Fd9\n#rstats #ggplot2 #useR2016",
 "FiveThirtyEight's data journalism workflow with R @FiveThirtyEight @andrewflowers https://t.co/met4am7CWB #useR2016 #rstats",
 'Top Ten #ddj: The Week’s Most Popular Data Journalism Links https://t.co/mjIf6scio7',
 'Numbers &amp; words: How #datajournalism can do wonders for your content marketing: https://t.co/jSVVEXQkV8 https://t.co/gSnWlZF2pw',
 'Data Journalism: A Simple Guide for Marketers https://t.co/MFJGRdJ6QK',
 "Biggest leak in the history of data journalism just went live, and it's about BernieBros.",
 'Se questo è un Uomo \n#BaghdadAttack \n\nhttps://t.co/l7CLCUWsCW',
 'Un informe de UK dice que la invasión a Irak fue innecesaria. Novedad, ¿eh?. Desde entonces este infierno -&gt; https://t.co/q5129zZDmd',
 'Great great line-up of speakers at Digital Humanities &amp; Data Journalism Symposium in Miami! https://t.co/bHNGkOs2e0 cc @albertocairo #ddj',
 'A map of every car bomb explosion in Baghdad since 2003. \nhttps://t.co/cmxJBkNOGF\n#Chilcot #Iraq https://t.co/H0gQnME23U',
 ".@HacksHackersBA I'm going! I was there in 2014 and it was great :) #data #journalism",
 'So much blood on their hands (Blair in particular) here are the stats about deaths in Iraq since 2003 https://t.co/XBn4Ke9VH8',
 'Visiting LocalFocus in Amsterdam. Data journalism for newsrooms. What a cool office in the middle of Vondelpark.  https://t.co/vsTOAyWdDU',
 'Top Ten #ddj: The Week’s Most Popular #data #journalism Links https://t.co/XgIc54dH0V via @gijn',
 '… flera år och 3) Mellan -03 och -10 har det skett över 65 000 bombningar. I april 07 över 2 000 explosioner t.ex. https://t.co/pNRQfXOZPB',
 "Biggest leak in the history of data journalism just went live, and it's about airline food.",
 "@DanBiddle not quite. It's lifted from a Grauniad Data Blog https://t.co/R68fWPWjjE and is all deaths including murders. Still bad.",
 'Horrific, but important data journalism from @guardian. https://t.co/qDyqh4dUSK',
 'Data-driven journalism Top 10: Brexit, Aleph data search tool, spacial data &amp; more https://t.co/ItaZ0ujn9O #ddj https://t.co/PkdjHLEzVj',
 'The latest Data Journalism! https://t.co/PU1e0ZAT9U #knightarts #libraries',
 "Biggest leak in the history of data journalism just went live, and it's about ethics in games journalism.",
 'Digital Humanities + Data Journalism Symposium - .@albertocairo\n\nDetails: https://t.co/QLKtqnJVeE v @MaxCRoser https://t.co/PKAR43AX8M',
 'When it comes to data journalism I basically read the headline and just assume that its accurat cause it makes NO sense to me',
 'The latest Data Journalism! https://t.co/PVchaP1ci4 Thanks to @romansuarezg @Enjoyableart @IE_AnneClaire #datacenter #journalism',
 '@cinozgecan https://t.co/f7QhWElwv9',
 "Wikileaks Iraq: data journalism maps every death.\nThanks to John O'Dea @John1ODea https://t.co/OhByUP19W2",
 '@Floridi no worries, lots of ppl are tweeting it😊 here is more info if you want https://t.co/CtAEBpajIU',
 'Free online course in Spanish on digital tools for data journalism https://t.co/HM72X3OiE4 https://t.co/i1l3HJoW2J',
 'https://t.co/lgthqFcXvC https://t.co/a3VUW1986M',
 'Data Journalism: A Simple Guide for Marketers https://t.co/OE29eN6hhj | https://t.co/t5I1exyLrq https://t.co/0NRFTL7aU4',
 'Data Journalism: A Simple Guide for Marketers https://t.co/OE29eMOGpL | https://t.co/t5I1exhazS https://t.co/pGSYCCqHFS',
 '[PDF] "DOWNLOAD" The Data Journalism Handbook Free https://t.co/zupio3nBoG #ddj #',
 'Learn how to find data and research that will support story development at the #jaws16 workshop in Roanoke. Details: https://t.co/Gb0VJavKq0',
 'Great lineup at the Data Journalism Symposium at UM. Hope I can make it. https://t.co/B3OASFYanM https://t.co/fCdcaAqkc3',
 '8 Fantastic Examples of Data Journalism https://t.co/TGfaWwHgq4 #bigdata #datascience',
 'More on the fall conference that will explore the intersection of data journalism and digital humanities: https://t.co/Lh4kcuiWCA Join us!',
 'data journalism has officially jumped the shark https://t.co/QWRDNZStYA',
 "https://t.co/qmynOVuo5o Bagdad depuis 2003, cartographie de l'enfer https://t.co/ejIFZMvHGh",
 '@namlyd&gt;&gt;&gt;&gt; https://t.co/BdLAw6HNfp',
 '@PGerschmann @tomek_bartus Nie zupełnie. Wszystkie śmierci w wyniku działań terrorystycznych/wojennych https://t.co/JipHZHl7FD',
 'Data Journalism: A Simple Guide for Marketers https://t.co/Zm78rta1gU https://t.co/OwVxxbHA73',
 ...]

In [26]:
#words frequency analysis
from collections import Counter
c=Counter()
for item in all_text:
    c.update([w.lower() for w in item.split() if len(w)>3])#lower():lowercase of the words
c.most_common(25)


Out[26]:
[('data', 671),
 ('journalism', 461),
 ("it's", 80),
 ('about', 80),
 ('latest', 70),
 ('course', 60),
 ('online', 60),
 ('history', 60),
 ('simple', 60),
 ('examples', 60),
 ('just', 60),
 ('journalism!', 60),
 ('journalism:', 60),
 ('guide', 60),
 ('fantastic', 60),
 ('thanks', 60),
 ('free', 50),
 ('#datascience', 50),
 ('leak', 50),
 ('went', 50),
 ('marketers', 50),
 ('#bigdata', 50),
 ('live,', 50),
 ('digital', 50),
 ('biggest', 50)]

In [27]:
test_counter=Counter()

In [28]:
test_counter.most_common()


Out[28]:
[]

In [29]:
test_counter=Counter(["a","a","b","c","d"])
test_counter.most_common()


Out[29]:
[('a', 2), ('c', 1), ('b', 1), ('d', 1)]

In [30]:
test_counter.update(["a","b","c"])

In [31]:
test_counter.most_common()


Out[31]:
[('a', 3), ('c', 2), ('b', 2), ('d', 1)]

entities


In [32]:
response=twitter.search(q="data journalism",result_type="recent",count=20)

In [33]:
first=response['statuses'][0]

In [34]:
first.keys()


Out[34]:
dict_keys(['coordinates', 'place', 'favorited', 'retweet_count', 'possibly_sensitive', 'text', 'in_reply_to_user_id_str', 'in_reply_to_status_id_str', 'id_str', 'metadata', 'retweeted', 'entities', 'created_at', 'lang', 'id', 'geo', 'in_reply_to_screen_name', 'truncated', 'favorite_count', 'in_reply_to_status_id', 'user', 'is_quote_status', 'in_reply_to_user_id', 'contributors', 'source'])

In [35]:
first['entities']


Out[35]:
{'hashtags': [],
 'symbols': [],
 'urls': [{'display_url': 'ow.ly/arsG502a9S8',
   'expanded_url': 'http://ow.ly/arsG502a9S8',
   'indices': [115, 138],
   'url': 'https://t.co/Ml5y9PJ28Y'}],
 'user_mentions': []}

In [36]:
for item in first['entities']['urls']:
    print(item['expanded_url'])


http://ow.ly/arsG502a9S8

In [37]:
for item in first['entities']['user_mentions']:
    print(item['screen_name'])

In [38]:
cursor = twitter.cursor(twitter.search,q='"kevin durant"-filter:retweets',count=100)
all_urls = list()
for tweet in cursor:
    print(tweet['entities'])
    for item in tweet['entities']['urls']:
        all_urls.append(item['expanded_url'])
    if len(all_text)>1000:
        break


{'user_mentions': [{'indices': [0, 15], 'id_str': '1151449141', 'name': 'S E R G I O', 'id': 1151449141, 'screen_name': 'SergioMartin_5'}], 'symbols': [], 'urls': [], 'hashtags': []}

In [39]:
all_urls


Out[39]:
[]

In [40]:
url_count=Counter(all_urls)
for item in url_count.most_common(10):
    print(item)

In [41]:
cursor = twitter.cursor(twitter.search,q='"kevin durant"-filter:retweets',count=100)
all_media_urls=list()
for tweet in cursor:
    if 'media' in tweet['entities']: 
        for item in tweet['entities']['media']:
            all_media_urls.append(item['media_url'])
    if len(all_media_urls)>1000:
        break

In [42]:
fh=open("preview.html","w")
for item in all_media_urls:
    fh.write('<img src="{}" width="100">'.format(item))
fh.close()

posting to twitter


In [43]:
twitter.update_status(
    status="I'm teaching a class right now on how to post to twitter with python.")


Out[43]:
{'contributors': None,
 'coordinates': None,
 'created_at': 'Thu Jul 07 14:24:07 +0000 2016',
 'entities': {'hashtags': [], 'symbols': [], 'urls': [], 'user_mentions': []},
 'favorite_count': 0,
 'favorited': False,
 'geo': None,
 'id': 751059222490652672,
 'id_str': '751059222490652672',
 'in_reply_to_screen_name': None,
 'in_reply_to_status_id': None,
 'in_reply_to_status_id_str': None,
 'in_reply_to_user_id': None,
 'in_reply_to_user_id_str': None,
 'is_quote_status': False,
 'lang': 'en',
 'place': None,
 'retweet_count': 0,
 'retweeted': False,
 'source': '<a href="http://www.google.com/" rel="nofollow">shengying zhao</a>',
 'text': "I'm teaching a class right now on how to post to twitter with python.",
 'truncated': False,
 'user': {'contributors_enabled': False,
  'created_at': 'Fri Jul 06 22:38:35 +0000 2012',
  'default_profile': True,
  'default_profile_image': False,
  'description': '',
  'entities': {'description': {'urls': []}},
  'favourites_count': 7,
  'follow_request_sent': False,
  'followers_count': 33,
  'following': False,
  'friends_count': 128,
  'geo_enabled': False,
  'has_extended_profile': False,
  'id': 628782053,
  'id_str': '628782053',
  'is_translation_enabled': False,
  'is_translator': False,
  'lang': 'en',
  'listed_count': 6,
  'location': '',
  'name': 'shengying zhao',
  'notifications': False,
  'profile_background_color': 'C0DEED',
  'profile_background_image_url': 'http://abs.twimg.com/images/themes/theme1/bg.png',
  'profile_background_image_url_https': 'https://abs.twimg.com/images/themes/theme1/bg.png',
  'profile_background_tile': False,
  'profile_banner_url': 'https://pbs.twimg.com/profile_banners/628782053/1462583985',
  'profile_image_url': 'http://pbs.twimg.com/profile_images/728756171113369602/0hg34Hgw_normal.jpg',
  'profile_image_url_https': 'https://pbs.twimg.com/profile_images/728756171113369602/0hg34Hgw_normal.jpg',
  'profile_link_color': '0084B4',
  'profile_sidebar_border_color': 'C0DEED',
  'profile_sidebar_fill_color': 'DDEEF6',
  'profile_text_color': '333333',
  'profile_use_background_image': True,
  'protected': False,
  'screen_name': 'ShengyingZ',
  'statuses_count': 76,
  'time_zone': None,
  'url': None,
  'utc_offset': None,
  'verified': False}}

getting access tokens for yourself:

  • created an app
  • authorized yourself to use that app using

getting access tokens for someone else:

  • create the app
  • have the other use authorize the application<-complicated process!

authorizing an app


In [44]:
twitter= twython.Twython(api_key,api_secret) #create a Twython object
auth= twitter.get_authentication_tokens()
print("Log into Twitter as the user you want to authorize")
print("\t" +auth['auth_url']) #auth_url predetermined by the


Log into Twitter as the user you want to authorize
	https://api.twitter.com/oauth/authenticate?oauth_token=xq4YjAAAAAAAv9C7AAABVcXOMWw

implementing the bot

  • get a random lake from MONDIAL database
  • compose a sentence based on that lake's data
  • post the sentence to twitter

to generate a fact sentence:

  • pick a column from the record
  • compose a sentence based on that column
  • from a pre-existing list of templates

Templates:

  • "The area of {} is {} squares kilometers."
  • "The depth of {} is {} meters."

Process:

  • randomly select column
  • if that column is not empty
  • ...fill in the template with the lake name and the value for that column

triple codes in python makes multilines string work/ keeps line breaks with a string


In [ ]: