In [1]:
api_key = "my api key"
api_secret = "my api secret"
access_token = "my secret token"
token_secret = "my token secret"
In [2]:
import pandas as pd
import numpy as np
import matplotlib.pyplot as plt
%matplotlib inline
plt.style.use('ggplot')
import dateutil.parser
In [3]:
!pip3 install twython
Requirement already satisfied (use --upgrade to upgrade): twython in c:\users\radhika\appdata\local\programs\python\python35-32\lib\site-packages
Requirement already satisfied (use --upgrade to upgrade): requests>=2.1.0 in c:\users\radhika\appdata\local\programs\python\python35-32\lib\site-packages (from twython)
Requirement already satisfied (use --upgrade to upgrade): requests_oauthlib>=0.4.0 in c:\users\radhika\appdata\local\programs\python\python35-32\lib\site-packages (from twython)
Requirement already satisfied (use --upgrade to upgrade): oauthlib>=0.6.2 in c:\users\radhika\appdata\local\programs\python\python35-32\lib\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]:
status = twitter.get_application_rate_limit_status(resources = ['statuses'])
In [6]:
#check how many API call is remaining the current window
status = twitter.get_application_rate_limit_status(resources = ['statuses'])
home_status = status['resources']['statuses']['/statuses/home_timeline']
home_status
Out[6]:
{'limit': 15, 'remaining': 15, 'reset': 1468124809}
In [7]:
response = twitter.search(q="ActOnMagic",result_type="recent", count=20)
In [8]:
response
Out[8]:
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'truncated': False,
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'text': 'Cloud bursting : How easy is to handle #cloud spikes? #cio #hybridcloud #devops https://t.co/NtsQUCAzwP https://t.co/zOtNxyiFWK',
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In [9]:
first = (response['statuses'][0])
first.keys()
Out[9]:
dict_keys(['retweet_count', 'truncated', 'text', 'in_reply_to_user_id_str', 'place', 'in_reply_to_status_id_str', 'metadata', 'entities', 'lang', 'in_reply_to_screen_name', 'id_str', 'source', 'retweeted_status', 'geo', 'possibly_sensitive', 'is_quote_status', 'in_reply_to_status_id', 'favorited', 'in_reply_to_user_id', 'user', 'retweeted', 'favorite_count', 'contributors', 'coordinates', 'id', 'created_at'])
In [10]:
first['text']
Out[10]:
'RT @IBMcloud: IBM adds #cloud option to mobile app development platform. Details: https://t.co/fFNyNYMNKw #Bluemix @IBMMobile https://t.co…'
In [11]:
first['user']['screen_name']
Out[11]:
'actonmagic'
In [12]:
for item in response['statuses']:
print(item['user']['screen_name'], "-", item['text'])
actonmagic - RT @IBMcloud: IBM adds #cloud option to mobile app development platform. Details: https://t.co/fFNyNYMNKw #Bluemix @IBMMobile https://t.co…
actonmagic - RT @SoftLayer: Did you know #baremetal servers outperform #virtualservers for resource-intensive workloads? https://t.co/ljUakmCXAv https:/…
actonmagic - RT @simonlporter: Is open cloud architecture the future of Hybrid #Cloud? | #CrowdChat https://t.co/EOvAee3sYp https://t.co/ae0mTpQY3C
actonmagic - RT @DZone: Top 10 Best Practices for Jenkins Pipeline
#DevOps
https://t.co/vNRERCSNLk
via #MVB @apemberton https://t.co/I3w5Ut0xVO
dustcloud_io - RT @actonmagic: Congrats @Interoute being featured in Gartner Magic Quadrant. Analysis here: https://t.co/YP8LAhBLhy #cloud #multicloud #ci…
Go2Maga - #HybridCloud #Multicloud are new normal for enterprises! https://t.co/77qpHWzfnr
actonmagic - Congrats @Interoute being featured in Gartner Magic Quadrant. Analysis here: https://t.co/YP8LAhBLhy #cloud #multicloud #cio #devops
ShriGKBairwa - RT @Go2Maga: "Why #multicloud architecture is a winning strategy in your #cloud marathon?" https://t.co/Ah5npMMnKU @actonmagic
_it_services - #ActOnMagic ActOnCloud is now available in IBM Marketplace. Read Blog: https://t.co/KlCBA5qbSS
_it_services - #ActOnMagic Gartner Magic Quadrant Hybrid Cloud Computing 2016. Read Blog: https://t.co/JaAGpGDNyU
_it_services - #ActOnMagic Webinar : How Cloud Platforms are evolving to support Web-Scale Digital and IT Busi... Read Blog: https://t.co/B9hjx2A8Pk
metawops - The latest Enterprise 2.0 News! https://t.co/W49RQ4eEIg Thanks to @msommer77 @actonmagic @swipenow #e20 #ilmartedì
QuickBooksIN - ActOnMagic is a data-driven multi-cloud management platform for enterprises. Here’s their story: https://t.co/s6TuoaI6LX
dustcloud_io - RT @actonmagic: Did you ever get such #Cloud #Billing Shock - #VM Cost 25$, #Bandwidth 680$ #cio #devops? https://t.co/cSFmATEgFx
dustcloud_io - RT @actonmagic: Cloud bursting : How easy is to handle #cloud spikes? #cio #hybridcloud #devops https://t.co/NtsQUCAzwP https://t.co/zOtNxy…
In [13]:
response = twitter.search(q="ActOnMagic",result_type="recent", geo_code="12.935230, 77.694599,1000mi",count=500)
In [14]:
response
Out[14]:
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'source': '<a href="http://dustcloud.io" rel="nofollow">Dustcloud.io</a>',
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'time_zone': 'London',
'url': 'https://t.co/gpyYZwA8Tl',
'utc_offset': 3600,
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{'contributors': None,
'coordinates': None,
'created_at': 'Thu Jun 30 17:39:00 +0000 2016',
'entities': {'hashtags': [{'indices': [55, 61], 'text': 'cloud'},
{'indices': [70, 74], 'text': 'cio'},
{'indices': [75, 87], 'text': 'hybridcloud'},
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'symbols': [],
'urls': [{'display_url': 'ow.ly/G0vz301AzSn',
'expanded_url': 'http://ow.ly/G0vz301AzSn',
'indices': [96, 119],
'url': 'https://t.co/NtsQUCAzwP'},
{'display_url': 'pic.twitter.com/zOtNxyiFWK',
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'indices': [120, 140],
'url': 'https://t.co/zOtNxyiFWK'}],
'user_mentions': [{'id': 2281638978,
'id_str': '2281638978',
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'favorited': False,
'geo': None,
'id': 748571550165700608,
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'entities': {'hashtags': [{'indices': [39, 45], 'text': 'cloud'},
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'text': 'Cloud bursting : How easy is to handle #cloud spikes? #cio #hybridcloud #devops https://t.co/NtsQUCAzwP https://t.co/zOtNxyiFWK',
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'user': {'contributors_enabled': False,
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'description': 'Simplifies Cloud Governance, Analytics and Management. Provider of #HybridCloud Management Platform. Thought leaders in #Cloud Computing.',
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'source': '<a href="http://dustcloud.io" rel="nofollow">Dustcloud.io</a>',
'text': 'RT @actonmagic: Cloud bursting : How easy is to handle #cloud spikes? #cio #hybridcloud #devops https://t.co/NtsQUCAzwP https://t.co/zOtNxy…',
'truncated': False,
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In [20]:
len(response['statuses'])
Out[20]:
3
In [15]:
for item in response['statuses']:
print("https://twitter.com/" + item['user']['screen_name'])
https://twitter.com/actonmagic
https://twitter.com/actonmagic
https://twitter.com/actonmagic
https://twitter.com/actonmagic
https://twitter.com/dustcloud_io
https://twitter.com/Go2Maga
https://twitter.com/actonmagic
https://twitter.com/ShriGKBairwa
https://twitter.com/_it_services
https://twitter.com/_it_services
https://twitter.com/_it_services
https://twitter.com/metawops
https://twitter.com/QuickBooksIN
https://twitter.com/dustcloud_io
https://twitter.com/dustcloud_io
In [16]:
retweets= twitter.retweeted_of_me(screen_name="actonmagic")
retweets
Out[16]:
[]
In [17]:
mention = twitter.get_mentions_timeline(screen_name="actonmagic")
mention
Out[17]:
[]
In [38]:
response = twitter.search(q="Cloud Analytics",result_type="recent", geo_code="12.896318, 77.668812,10000mi",count=500)
In [39]:
for item in response['statuses']:
print("https://twitter.com/" + item['user']['screen_name'])
#print()
https://twitter.com/big_data_flow
https://twitter.com/ESTechInc
https://twitter.com/techbuzzjp
https://twitter.com/HAL_9000_AI
https://twitter.com/SBstrategic6
https://twitter.com/SBstrategic6
https://twitter.com/techbuzzjp
https://twitter.com/techbuzzjp
https://twitter.com/JameskGeorge2
https://twitter.com/IoTMinded
https://twitter.com/bradhugg
https://twitter.com/vJcheta
https://twitter.com/techbuzzjp
https://twitter.com/HWusers
https://twitter.com/OliviaGanods
https://twitter.com/techbuzzjp
https://twitter.com/techbuzzjp
https://twitter.com/Mvijay_Vj
https://twitter.com/Twittosofia
https://twitter.com/amalmerzouk
https://twitter.com/Jamle_McGaghey
https://twitter.com/MatthewPltson
https://twitter.com/ZocaioLondon
https://twitter.com/WillHorton6
https://twitter.com/PbMukut
https://twitter.com/JoshCampbell42
https://twitter.com/ChrisBizEnglish
https://twitter.com/Digitl_Mrkting
https://twitter.com/Twittosofia
https://twitter.com/Sam___Hurley
https://twitter.com/amila5323
https://twitter.com/LondonConsulta
https://twitter.com/dustcloud_io
https://twitter.com/HokstadConsult
https://twitter.com/dustcloud_io
https://twitter.com/Scott_Siemens
https://twitter.com/TIMsoftware
https://twitter.com/lucasoft_co_uk
https://twitter.com/SaasNsam
https://twitter.com/Jerry_George_kp
https://twitter.com/tyler_katie
https://twitter.com/dustcloud_io
https://twitter.com/amila5323
https://twitter.com/amarghuman
https://twitter.com/HubBucketNYC
https://twitter.com/Mathfi_Jobs
https://twitter.com/binaryloom
https://twitter.com/WalesBuzz
https://twitter.com/dustcloud_io
https://twitter.com/CorrelViz
https://twitter.com/cloudpsi
https://twitter.com/DeloitteTalent
https://twitter.com/isi_au
https://twitter.com/rajeshsax
https://twitter.com/enterpriseti
https://twitter.com/Jeans1930kKane
https://twitter.com/dvaeject
https://twitter.com/Quel_SAV
https://twitter.com/iketsuny
https://twitter.com/Mathfi_Jobs
https://twitter.com/Campaigntrackly
https://twitter.com/tianhuil
https://twitter.com/iketsuny
https://twitter.com/smbgurus
https://twitter.com/bjm262run
https://twitter.com/Emploi_Banque
https://twitter.com/decidesoftware
https://twitter.com/PSD_XHTML
https://twitter.com/IBMDashDB
https://twitter.com/TIMsoftware
https://twitter.com/LaurenInfo22
https://twitter.com/Quel_SAV
https://twitter.com/gothinkASG
https://twitter.com/dustcloud_io
https://twitter.com/algoworks
https://twitter.com/Edgar_Villegas
https://twitter.com/agbetros
https://twitter.com/Mathfi_Jobs
https://twitter.com/Chizom_
https://twitter.com/CIOatPB
https://twitter.com/InsightBrief
https://twitter.com/adhocEC
https://twitter.com/DeloitteMnA
https://twitter.com/SkTechie
https://twitter.com/AlexHorovitz
https://twitter.com/dustcloud_io
https://twitter.com/kashish2001
https://twitter.com/talentxfactor
https://twitter.com/rjeltham
https://twitter.com/CamgianCEO
https://twitter.com/sushthesis
https://twitter.com/BigDataTweetBot
https://twitter.com/ThingsVentures
https://twitter.com/Mathfi_Jobs
https://twitter.com/GuyAGold
https://twitter.com/integrateall
https://twitter.com/IoTNewsroom
https://twitter.com/sergiomonreal
https://twitter.com/4KSolutions2
https://twitter.com/connectikpeople
In [20]:
response = twitter.get_user_timeline(screen_name="actonmagic", count=300,include_rts=False,exclude_replies=True)
In [21]:
for item in response:
print(item['text'])
Congrats @Interoute being featured in Gartner Magic Quadrant. Analysis here: https://t.co/YP8LAhBLhy #cloud #multicloud #cio #devops
Cloud bursting : How easy is to handle #cloud spikes? #cio #hybridcloud #devops https://t.co/NtsQUCAzwP https://t.co/zOtNxyiFWK
Did you ever get such #Cloud #Billing Shock - #VM Cost 25$, #Bandwidth 680$ #cio #devops? https://t.co/cSFmATEgFx
Did you ever get such #Cloud #Billing Shock - #VM Cost 25$, #Bandwidth 680$ #cio #devops?
https://t.co/cSFmATEgFx https://t.co/zstT83XcZH
Impact of @awscloud India #datacenters launch https://t.co/IVGvHsXp8b #cio #cloud #devops https://t.co/HtDo3D6FcJ
#Apache #Cloudstack + ActOnMagic’s ActOnCloud: Be a Super Hero #cloud #cio #devops https://t.co/KTrCNyhgmv https://t.co/YDJ789qSR0
Announcing ActOnCloud 2.0 : new features to self-manage #enterprise #cloud https://t.co/0nGqL7oBbp #cio #devops https://t.co/4BU9fhMkSf
Thank you @PaulKorzeniowsk for mentoining @actonmagic name in @TechTarget blog https://t.co/fr9mHoPdVI https://t.co/ndT87SWxih
Cloud bursting : How easy is to handle #cloud spikes? #cio #hybridcloud #devops https://t.co/NtsQUCAzwP https://t.co/u4tmWwEq1R
#Apache #Cloudstack + ActOnMagic’s ActOnCloud: Be a Super Hero #cloud #cio #devops https://t.co/KTrCNyhgmv
I added a video to a @YouTube playlist https://t.co/1iQtOwhtoH Chargeback with ActOnCloud
I added a video to a @YouTube playlist https://t.co/mWqUT356u3 Keeping uptime of your production vms with ActOnCloud
I added a video to a @YouTube playlist https://t.co/vnCustd8gi Provision Cloud Workloads with ActOnCloud
I added a video to a @YouTube playlist https://t.co/fQvCPrxWNN Autoscale with ActOnCloud
I added a video to a @YouTube playlist https://t.co/rWREqAitb9 MultiCloud with ActOnCloud
#Apache #Cloudstack + ActOnMagic’s ActOnCloud: Be a Super Hero #cloud #cio #devops https://t.co/KTrCNyhgmv
Cloud bursting : How easy is to handle #cloud spikes? #cio #hybridcloud #devops https://t.co/NtsQUCAzwP https://t.co/8oWQ0mcQN6
#Apache #Cloudstack + ActOnMagic’s ActOnCloud: Be a Super Hero #cloud #cio #devops https://t.co/KTrCNyhgmv https://t.co/CRKyZfnWLh
Cloud bursting : How easy is to handle #cloud spikes? #cio #hybridcloud #devops https://t.co/NtsQUCAzwP https://t.co/KN7NZNClqq
Cloud bursting : How easy is to handle #cloud spikes? #cio #hybridcloud #devops https://t.co/NtsQUCAzwP https://t.co/lOlWOLIuXT
#Apache #Cloudstack + ActOnMagic’s ActOnCloud: Be a Super Hero #cloud #cio #devops https://t.co/m4mgUO9qvn https://t.co/x6n3NsNpoP
#Apache #Cloudstack + ActOnMagic’s ActOnCloud: Be a Super Hero #cloud #cio #devops https://t.co/m4mgUO9qvn https://t.co/wyYzf74WJL
Cloud bursting : How easy is to handle #cloud spikes? #cio #hybridcloud #devops https://t.co/NtsQUCAzwP https://t.co/A6sVx1FdQj
#Apache #Cloudstack + ActOnMagic’s ActOnCloud: Be a Super Hero #cloud #cio #devops https://t.co/m4mgUO9qvn https://t.co/dtkAAFvySS
Cloud bursting : How easy is to handle #cloud spikes? #cio #hybridcloud #devops https://t.co/NtsQUCAzwP https://t.co/IQEqKsgxnv
Our views on the last week news on #joyent Congrats @joyent @samsung #cloud https://t.co/NbNSPHr5FD
#Cloud Governance : Simplify your compliance challenges https://t.co/SjsuWqhRie #cio #devops #multicloud https://t.co/k1T31yBFbr
Getting Started with #Multicloud Auto Scaling with ActOnCloud #autoscaling https://t.co/hPOe18rNiA #cio #devops https://t.co/Pccv2Vgxkz
#Multicloud Metrics Collector with ActOnCloud Agent #autoscaling #cloud #devops #cio https://t.co/UwQsWHEvtQ https://t.co/Ge5Ydzb4na
#Cloud Governance : Simplify your compliance challenges https://t.co/SjsuWqhRie #cio #devops #multicloud https://t.co/5TkceBGQYp
Getting Started with #Multicloud Auto Scaling with ActOnCloud #autoscaling https://t.co/hPOe18rNiA #cio #devops https://t.co/YEfyWigNTx
#Multicloud Metrics Collector with ActOnCloud Agent #autoscaling #cloud #devops #cio https://t.co/UwQsWHEvtQ https://t.co/4ippbpFzpd
#Cloud Governance : Simplify your compliance challenges https://t.co/SjsuWqhRie #cio #devops #multicloud https://t.co/xo3hKPsj3m
#Multicloud Metrics Collector with ActOnCloud Agent #autoscaling #cloud #devops #cio https://t.co/UwQsWHEvtQ https://t.co/2Is2BzLyyV
Getting Started with #Multicloud Auto Scaling with ActOnCloud #autoscaling https://t.co/hPOe18rNiA #cio #devops https://t.co/rNEnIY9wyp
#Cloud Governance : Simplify your compliance challenges https://t.co/SjsuWq0fTE #cio #devops #multicloud https://t.co/YdIhdAxJpe
#Multicloud Metrics Collector with ActOnCloud Agent #autoscaling #cloud #devops #cio https://t.co/UwQsWHW6lo https://t.co/i1X2PVXgBn
Getting Started with #Multicloud Auto Scaling with ActOnCloud #autoscaling https://t.co/hPOe18rNiA #cio #devops https://t.co/zGFPm2xzVm
#Cloud Governance : Simplify your compliance challenges https://t.co/SjsuWqhRie #cio #devops #multicloud https://t.co/vFInR5WJpm
#Multicloud Metrics Collector with ActOnCloud Agent #autoscaling #cloud #devops #cio https://t.co/UwQsWHEvtQ https://t.co/FmFerBF6K0
Getting Started with #Multicloud Auto Scaling with ActOnCloud #autoscaling https://t.co/hPOe18rNiA #cio #devops https://t.co/5IDlncQhWW
#Multicloud Metrics Collector with ActOnCloud Agent #autoscaling #cloud #devops #cio https://t.co/UwQsWHEvtQ https://t.co/l0DMp0TzWX
#Cloud Governance : Simplify your compliance challenges https://t.co/SjsuWqhRie #cio #devops #multicloud https://t.co/osJFsIHIhC
Getting Started with #Multicloud Auto Scaling with ActOnCloud #autoscaling https://t.co/hPOe18rNiA #cio #devops https://t.co/kpn02Pgudp
#Multicloud Metrics Collector with ActOnCloud Agent #autoscaling #cloud #devops #cio https://t.co/UwQsWHW6lo https://t.co/cTrN96YtJB
#Cloud Governance : Simplify your compliance challenges https://t.co/SjsuWqhRie #cio #devops #multicloud https://t.co/GNM9nZ0hfS
Getting Started with #Multicloud Auto Scaling with ActOnCloud #autoscaling https://t.co/hPOe18rNiA #cio #devops https://t.co/KdTYXbUvSY
#Cloud Governance : Simplify your compliance challenges
https://t.co/SjsuWqhRie #cio #devops #multicloud https://t.co/L00ymrJ8k9
Getting Started with #Multicloud Auto Scaling with ActOnCloud #autoscaling
https://t.co/hPOe18rNiA #cio #devops https://t.co/YmdIlb391h
#Multicloud Metrics Collector with ActOnCloud Agent #autoscaling #cloud #devops #cio
https://t.co/UwQsWHEvtQ https://t.co/ieuGAjDCYf
5 questions #devops should ask about #Cloud Management Platform for #multicloud deployment https://t.co/egytGw2not https://t.co/7mJ55D3ZEd
Infographic : Can #cloud data change the way we perceive cloud? #hybridcloud #cio #devops https://t.co/H0n7iVLxvB https://t.co/J1UfoybxX6
Autoscaling #cloud apps in # multicloud environment #cio #devops #hybridcloud https://t.co/NtNvwKrb5c https://t.co/fDkIuXAYHY
Why #multicloud architecture is a winning strategy in your #cloud marathon? https://t.co/in9ojjrfSo #cio #devops https://t.co/HfGkVijr7y
Innovate your disaster recovery strategy #cloud #cio #devops #hybridcloud #multi cloud https://t.co/dJDdaPZigN https://t.co/gmbKEXqrF0
Autoscaling #cloud apps in # multicloud environment #cio #devops #hybridcloud https://t.co/NtNvwKrb5c https://t.co/yBXcRUD1kg
5 questions #devops should ask about #Cloud Management Platform for #multicloud deployment https://t.co/igj00COaRo https://t.co/7E175oiBQJ
Innovate your disaster recovery strategy #cloud #cio #devops #hybridcloud #multi cloud https://t.co/dJDdaPZigN https://t.co/LKwqPgpKhq
Infographic : Can #cloud data change the way we perceive cloud? #hybridcloud #cio #devops https://t.co/H0n7iVLxvB https://t.co/6g6BLpxRPM
Featuring ActOnMagic https://t.co/9jOjbzwKQR #cloud #startup #saas @QBOIndia @actonmagic @go2maga #motivation
#Cloud Governance,Intelligence,Management & Brokering Platform,Tell your views. #cio #devops https://t.co/7RkGhC56a7 https://t.co/EXPyFJ3Nc1
Why #multicloud architecture is a winning strategy in your #cloud marathon? https://t.co/in9ojjrfSo #cio #devops https://t.co/AUeWW8iOJi
Why #multicloud architecture is a winning strategy in your #cloud marathon? https://t.co/in9ojjrfSo #cio #devops https://t.co/rVuAg4NcVW
Innovate your disaster recovery strategy #cloud #cio #devops #hybridcloud #multi cloud https://t.co/dJDdaPZigN https://t.co/JvF1ZiSryA
Autoscaling #cloud apps in # multicloud environment #cio #devops #hybridcloud https://t.co/NtNvwKrb5c https://t.co/8DYlMnPsuD
5 questions #devops should ask about #Cloud Management Platform for #multicloud deployment https://t.co/igj00COaRo https://t.co/93W7IWby7b
Infographic : Can #cloud data change the way we perceive cloud? #hybridcloud #cio #devops https://t.co/L0Svwm4OUH https://t.co/tboKCo3WbE
Never disappoint your customers; self-learning infrastructure & Autoscale #cloud #devops https://t.co/jexg5P07Yl https://t.co/iKnSn1VyeC
Why #multicloud architecture is a winning strategy in your #cloud marathon? https://t.co/in9ojjrfSo #cio #devops https://t.co/uwg75tdgoM
5 questions #devops should ask about #Cloud Management Platform for #multicloud deployment https://t.co/igj00COaRo https://t.co/JvYJpqreWq
Autoscaling #cloud apps in # multicloud environment #cio #devops #hybridcloud https://t.co/NtNvwKrb5c https://t.co/QqE7JqfrWI
Innovate your disaster recovery strategy #cloud #cio #devops #hybridcloud #multi cloud https://t.co/dJDdaPZigN https://t.co/0UNmaZmOWx
Infographic : Can #cloud data change the way we perceive cloud? #hybridcloud #cio #devops https://t.co/H0n7iVLxvB https://t.co/kg9zUQ3RaH
Why #multicloud architecture is a winning strategy in your #cloud marathon? https://t.co/in9ojjrfSo #cio #devops https://t.co/MxqzpIRr4y
Autoscaling #cloud apps in multi cloud environment https://t.co/fGitzuy2ys https://t.co/gaCbQDBR1a
Innovate your disaster recovery strategy #cloud #cio #devops #hybridcloud #multi cloud https://t.co/dJDdaPZigN https://t.co/6DjN5K9y70
5 questions #devops should ask about #Cloud Management Platform for #multicloud deployment https://t.co/igj00COaRo https://t.co/7e3I2Fv3C6
Infographic : Can #cloud data change the way we perceive cloud? #hybridcloud #cio #devops https://t.co/H0n7iVLxvB https://t.co/xHEc3cYjHy
Autoscaling #cloud apps in # multicloud environment #cio #devops #hybridcloud https://t.co/p8KosQFetJ https://t.co/am1WQjAYaR
ActOnCloud Tenant Portal for #Cloud SP, Resellers, Brokers #cloudstack #softlayer Faster way to reach market
https://t.co/TPwJpBOGJr
I added a video to a @YouTube playlist https://t.co/PX26PlvEIO Cloud Management: Multi-Cloud Tenant Portal
I added a video to a @YouTube playlist https://t.co/LZqxsDeoso 30 Seconds to Provision VM
I added a video to a @YouTube playlist https://t.co/UPU09IsRYW Cloud Governance: Quotas made easy with ActOnCloud
Infographic : Can #cloud data change the way we perceive cloud? #hybridcloud #cio #devops https://t.co/H0n7iVLxvB https://t.co/BJRti5b9FJ
Innovate your disaster recovery strategy #cloud #cio #devops #hybridcloud #multi cloud https://t.co/dJDdaPZigN https://t.co/RUWrBFjpg4
5 questions #devops should ask about #Cloud Management Platform for #multicloud deployment https://t.co/igj00COaRo https://t.co/7wgkTkFtEJ
Autoscaling #cloud apps in # multicloud environment #cio #devops #hybridcloud https://t.co/NtNvwKrb5c https://t.co/HA0KdnXzSO
Is #HybridCloud ideal for #BigData? #cloud #cio #devops https://t.co/7xUK4scH6v https://t.co/yuhsWKQDS4
Why #multicloud architecture is a winning strategy in your #cloud marathon? https://t.co/in9ojjrfSo #cio #devops https://t.co/LN4Zu1YO9s
#Containers Vs #Virtualization : What should you choose? #cloud #cio #devops https://t.co/fwY2Urgibw https://t.co/THsv49312n
#Cloud Governance,Intelligence,Management & Brokering Platform,Tell your views. #cio #devops https://t.co/irp4gYpQLH https://t.co/oCSsazftRr
Is #HybridCloud ideal for #BigData? #cloud #cio #devops https://t.co/7xUK4scH6v https://t.co/6q6YKBbr6t
Infographic : Can #cloud data change the way we perceive cloud? #hybridcloud #cio #devops https://t.co/H0n7iVLxvB https://t.co/2SSrrsihvt
Innovate your disaster recovery strategy #cloud #cio #devops #hybridcloud #multi cloud https://t.co/dJDdaPZigN https://t.co/b97XRod7wH
Why #multicloud architecture is a winning strategy in your #cloud marathon?
https://t.co/in9ojjrfSo #cio #devops https://t.co/hHegqoyKFV
Autoscaling #cloud apps in # multicloud environment #cio #devops #hybridcloud https://t.co/NtNvwKrb5c https://t.co/CewVHz4eWf
5 questions #devops should ask about #Cloud Management Platform for #multicloud deployment
https://t.co/igj00COaRo https://t.co/9Wqs9PJv0O
#Containers Vs #Virtualization : What should you choose? #cloud #cio #devops https://t.co/4JL6UhCkDt https://t.co/f2xR4oCkWx
Innovate your disaster recovery strategy #cloud #cio #devops #hybridcloud #multi cloud https://t.co/UtvNANYriM https://t.co/z9ZmVqZgsS
#Containers Vs #Virtualization : What should you choose? #cloud #cio #devops https://t.co/fwY2Urgibw https://t.co/5aQDHaob5e
Is #HybridCloud ideal for #BigData? #cloud #cio #devops https://t.co/7xUK4scH6v https://t.co/xiamypng8f
Why Multi-cloud Architecture is a Winning Strategy in Today's Cloud Marathon https://t.co/QhrIoTPYlW via @DZone
Innovate your disaster recovery strategy #cloud #cio #devops #hybridcloud #multi cloud https://t.co/dJDdaPZigN https://t.co/QzwFvi13oK
Is #HybridCloud ideal for #BigData? #cloud #cio #devops https://t.co/7xUK4scH6v https://t.co/wztWQiV0rv
#Cloud Governance,Intelligence,Management & Brokering Platform,Tell your views. #cio #devops https://t.co/irp4gYpQLH
Innovate your disaster recovery strategy #cloud #cio #devops #hybridcloud #multi cloud https://t.co/dJDdaPZigN https://t.co/kHI1zsGFPK
In [37]:
cursor = twitter.cursor(twitter.get_user_timeline, q='"ActOnMagic" -filter:retweets', count=100)
all_text = list()
for tweet in cursor:
all_text.append(tweet['text'])
if len(all_text) > 500:
break
---------------------------------------------------------------------------
TwythonRateLimitError Traceback (most recent call last)
<ipython-input-37-24c59e9dac5b> in <module>()
1 cursor = twitter.cursor(twitter.get_user_timeline, q='"ActOnMagic" -filter:retweets', count=100)
2 all_text = list()
----> 3 for tweet in cursor:
4 all_text.append(tweet['text'])
5 if len(all_text) > 500:
c:\users\radhika\appdata\local\programs\python\python35-32\lib\site-packages\twython\api.py in cursor(self, function, return_pages, **params)
476
477 while True:
--> 478 content = function(**params)
479
480 if not content:
c:\users\radhika\appdata\local\programs\python\python35-32\lib\site-packages\twython\endpoints.py in get_user_timeline(self, **params)
45
46 """
---> 47 return self.get('statuses/user_timeline', params=params)
48 get_user_timeline.iter_mode = 'id'
49
c:\users\radhika\appdata\local\programs\python\python35-32\lib\site-packages\twython\api.py in get(self, endpoint, params, version)
262 def get(self, endpoint, params=None, version='1.1'):
263 """Shortcut for GET requests via :class:`request`"""
--> 264 return self.request(endpoint, params=params, version=version)
265
266 def post(self, endpoint, params=None, version='1.1'):
c:\users\radhika\appdata\local\programs\python\python35-32\lib\site-packages\twython\api.py in request(self, endpoint, method, params, version)
256
257 content = self._request(url, method=method, params=params,
--> 258 api_call=url)
259
260 return content
c:\users\radhika\appdata\local\programs\python\python35-32\lib\site-packages\twython\api.py in _request(self, url, method, params, api_call)
192 error_message,
193 error_code=response.status_code,
--> 194 retry_after=response.headers.get('X-Rate-Limit-Reset'))
195
196 try:
TwythonRateLimitError: Twitter API returned a 429 (Too Many Requests), Rate limit exceeded
In [23]:
cursor = twitter.cursor(twitter.search, q='"ActOnMagic" -filter:retweets', count=100)
all_text = list()
for tweet in cursor:
all_text.append(tweet['text'])
if len(all_text) > 500:
break
In [24]:
from collections import Counter
c = Counter()
In [25]:
for item in all_text:
c.update(item.split())
c.most_common(25)
Out[25]:
[('Blog:', 215),
('#ActOnMagic', 215),
('Read', 215),
('Gartner', 144),
('in', 144),
('Magic', 144),
('Cloud', 143),
('are', 143),
('for', 143),
('is', 143),
('to', 142),
('https://t.co/YP8LAhBLhy', 72),
('Marketplace.', 72),
('Hybrid', 72),
('new', 72),
('#devops', 72),
('#Multicloud', 72),
('Congrats', 72),
('available', 72),
('#HybridCloud', 72),
('https://t.co/KlCBA5qbSS', 72),
('now', 72),
('being', 72),
('#cio', 72),
('IBM', 72)]
In [26]:
first['entities']
Out[26]:
{'hashtags': [{'indices': [23, 29], 'text': 'cloud'},
{'indices': [106, 114], 'text': 'Bluemix'}],
'media': [{'display_url': 'pic.twitter.com/YFHV08aqtp',
'expanded_url': 'http://twitter.com/IBMcloud/status/751777933933641728/photo/1',
'id': 751777931857362944,
'id_str': '751777931857362944',
'indices': [139, 140],
'media_url': 'http://pbs.twimg.com/media/Cm7aC8JWAAAKFH0.jpg',
'media_url_https': 'https://pbs.twimg.com/media/Cm7aC8JWAAAKFH0.jpg',
'sizes': {'large': {'h': 449, 'resize': 'fit', 'w': 821},
'medium': {'h': 449, 'resize': 'fit', 'w': 821},
'small': {'h': 372, 'resize': 'fit', 'w': 680},
'thumb': {'h': 150, 'resize': 'crop', 'w': 150}},
'source_status_id': 751777933933641728,
'source_status_id_str': '751777933933641728',
'source_user_id': 201846344,
'source_user_id_str': '201846344',
'type': 'photo',
'url': 'https://t.co/YFHV08aqtp'}],
'symbols': [],
'urls': [{'display_url': 'ibm.co/29lKkG1',
'expanded_url': 'http://ibm.co/29lKkG1',
'indices': [82, 105],
'url': 'https://t.co/fFNyNYMNKw'}],
'user_mentions': [{'id': 201846344,
'id_str': '201846344',
'indices': [3, 12],
'name': 'IBM Cloud',
'screen_name': 'IBMcloud'},
{'id': 289502013,
'id_str': '289502013',
'indices': [116, 126],
'name': 'IBM Mobile',
'screen_name': 'ibmmobile'}]}
In [27]:
for item in first['entities']['urls']:
print(item['expanded_url'])
http://ibm.co/29lKkG1
In [33]:
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_urls) > 100:
break
In [34]:
all_urls
Out[34]:
[]
In [35]:
all_media_url = list()
for tweet in cursor:
if 'media' in tweet['entities']:
for item in tweet['entities']['media']:
all_media_url.append(item['media_url'])
if len(all_urls) > 1000:
break
In [36]:
fh = open("preview.html", "w")
for item in all_media_url:
fh.write('<img src="{}" width="50">'.format(item))
fh.close()
In [28]:
import pandas as pd
import matplotlib.pyplot as plt
%matplotlib inline
import requests
In [29]:
next_cursor = -1
In [30]:
response = twitter.get_followers_list(screen_name="actonmagic",count=200,cursor=next_cursor)
In [31]:
response.keys()
Out[31]:
dict_keys(['previous_cursor', 'users', 'next_cursor_str', 'next_cursor', 'previous_cursor_str'])
In [42]:
response['next_cursor']
Out[42]:
1508695626938726577
In [32]:
response['users'][0]
Out[32]:
{'blocked_by': False,
'blocking': False,
'contributors_enabled': False,
'created_at': 'Mon Oct 31 13:23:28 +0000 2011',
'default_profile': False,
'default_profile_image': False,
'description': 'Interested in #continuousdelivery #docker #DevOps and #NewTechnologies',
'entities': {'description': {'urls': []},
'url': {'urls': [{'display_url': 'nimbleci.com',
'expanded_url': 'https://nimbleci.com',
'indices': [0, 23],
'url': 'https://t.co/KF2qXiQS28'}]}},
'favourites_count': 8,
'follow_request_sent': False,
'followers_count': 1305,
'following': False,
'friends_count': 2372,
'geo_enabled': False,
'has_extended_profile': False,
'id': 402042632,
'id_str': '402042632',
'is_translation_enabled': False,
'is_translator': False,
'lang': 'en',
'listed_count': 49,
'location': 'Madrid, España',
'muting': False,
'name': "Emmet O'Grady",
'notifications': False,
'profile_background_color': '000000',
'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_image_url': 'http://pbs.twimg.com/profile_images/664914674765463553/2QMSBEJg_normal.jpg',
'profile_image_url_https': 'https://pbs.twimg.com/profile_images/664914674765463553/2QMSBEJg_normal.jpg',
'profile_link_color': '3B94D9',
'profile_sidebar_border_color': '000000',
'profile_sidebar_fill_color': '000000',
'profile_text_color': '000000',
'profile_use_background_image': False,
'protected': False,
'screen_name': 'EmmetOGrady',
'status': {'contributors': None,
'coordinates': None,
'created_at': 'Sat Jul 09 20:11:19 +0000 2016',
'entities': {'hashtags': [{'indices': [65, 72], 'text': 'Docker'},
{'indices': [110, 113], 'text': 'ci'},
{'indices': [114, 121], 'text': 'devops'}],
'symbols': [],
'urls': [{'display_url': 'buff.ly/297f2kp',
'expanded_url': 'http://buff.ly/297f2kp',
'indices': [86, 109],
'url': 'https://t.co/ESZbZebaut'}],
'user_mentions': []},
'favorite_count': 7,
'favorited': False,
'geo': None,
'id': 751871376714297344,
'id_str': '751871376714297344',
'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,
'possibly_sensitive': False,
'retweet_count': 7,
'retweeted': False,
'source': '<a href="http://bufferapp.com" rel="nofollow">Buffer</a>',
'text': 'How to run end user tests to automatically and continuously test #Docker applications https://t.co/ESZbZebaut #ci #devops',
'truncated': False},
'statuses_count': 133,
'time_zone': None,
'url': 'https://t.co/KF2qXiQS28',
'utc_offset': None,
'verified': False}
In [33]:
list_i = response['users']
matrix = {}
my_list = []
for item in list_i:
#print(item)
try:
#print(item['name'], "-", item['location'],"-", item['time_zone'])
matrix = {'name': item['name'], 'timezone':item['time_zone']}
my_list.append(matrix)
#print(matrix)
#print(my_list)
except:
pass
next_cursor = response["next_cursor"]
print(my_list)
[{'timezone': None, 'name': "Emmet O'Grady"}, {'timezone': 'Pacific Time (US & Canada)', 'name': 'Afsoon Cullivan'}, {'timezone': None, 'name': 'Nithyanandan R'}, {'timezone': None, 'name': 'Cloud Advisor'}, {'timezone': None, 'name': 'Karthik DB'}, {'timezone': 'New Delhi', 'name': 'Saravanansekar'}, {'timezone': 'Pacific Time (US & Canada)', 'name': '#Bengaluru ツ'}, {'timezone': 'Eastern Time (US & Canada)', 'name': 'Rachel Dines'}, {'timezone': 'Pacific Time (US & Canada)', 'name': 'Anurag Agrawal'}, {'timezone': 'Pacific Time (US & Canada)', 'name': 'Bitrix24.de'}, {'timezone': 'Eastern Time (US & Canada)', 'name': 'Evan Kirstel'}, {'timezone': 'Pacific Time (US & Canada)', 'name': 'Lucid Meetings'}, {'timezone': None, 'name': 'Pelo Blanco'}, {'timezone': None, 'name': 'Grapple'}, {'timezone': 'London', 'name': 'Oncore IT'}, {'timezone': 'Pacific Time (US & Canada)', 'name': 'Gweneth Chan'}, {'timezone': 'Eastern Time (US & Canada)', 'name': 'dashDB'}, {'timezone': 'Eastern Time (US & Canada)', 'name': 'DZone'}, {'timezone': 'Pacific Time (US & Canada)', 'name': 'Weronka Harsent'}, {'timezone': 'Arizona', 'name': 'Nara Rajagopalan'}, {'timezone': 'Caracas', 'name': 'Manuel Freitas'}, {'timezone': 'Pacific Time (US & Canada)', 'name': 'Hirendra Addicote'}, {'timezone': 'Pacific Time (US & Canada)', 'name': 'Nwab khalid Husain'}, {'timezone': None, 'name': 'NuOz Corporation'}, {'timezone': 'Eastern Time (US & Canada)', 'name': 'Andres Gonzalez'}, {'timezone': None, 'name': 'Sass Babayan'}, {'timezone': 'Eastern Time (US & Canada)', 'name': 'Eddie Humenik'}, {'timezone': None, 'name': 'Blitzm Systems'}, {'timezone': 'Hawaii', 'name': 'Wholesale Scene'}, {'timezone': None, 'name': 'Harsh'}, {'timezone': 'Pacific Time (US & Canada)', 'name': 'Cedexis'}, {'timezone': None, 'name': 'Catalyst Partners'}, {'timezone': 'New Delhi', 'name': 'Botmetric'}, {'timezone': 'Central Time (US & Canada)', 'name': 'IDS'}, {'timezone': 'Pacific Time (US & Canada)', 'name': 'Michael Osterman'}, {'timezone': 'New Delhi', 'name': 'Amitav Bhattacharjee'}, {'timezone': None, 'name': 'satya'}, {'timezone': None, 'name': 'TheServerFinders'}, {'timezone': 'London', 'name': 'Julie Woods-Moss'}, {'timezone': None, 'name': 'Carver Holland'}, {'timezone': None, 'name': 'Sandeep Kumar'}, {'timezone': 'Eastern Time (US & Canada)', 'name': 'Peter Winick'}, {'timezone': 'Hawaii', 'name': 'BALA'}, {'timezone': 'New Delhi', 'name': 'Intelligentia'}, {'timezone': 'Pacific Time (US & Canada)', 'name': 'DevOps Mike'}, {'timezone': None, 'name': 'zabed ansari'}, {'timezone': 'Pacific Time (US & Canada)', 'name': 'Igerna Gribbon'}, {'timezone': None, 'name': 'Momo Doll'}, {'timezone': 'Arizona', 'name': 'Accelerite'}, {'timezone': 'Eastern Time (US & Canada)', 'name': 'Chris Childerhose'}, {'timezone': None, 'name': 'Global Express News'}, {'timezone': None, 'name': 'Shravan Ch'}, {'timezone': 'Pacific Time (US & Canada)', 'name': 'Corporate Research'}, {'timezone': 'Jerusalem', 'name': 'Stratoscale'}, {'timezone': 'Eastern Time (US & Canada)', 'name': 'Andrew Yochum'}, {'timezone': 'Sydney', 'name': 'Dave Anderson'}, {'timezone': None, 'name': "Amy O'Neill"}, {'timezone': None, 'name': 'Global Data Mgmt'}, {'timezone': None, 'name': 'Baawlaa Bhagat'}, {'timezone': None, 'name': 'Kinnari'}, {'timezone': None, 'name': 'Hsoumi Amenallah'}, {'timezone': 'Eastern Time (US & Canada)', 'name': 'Seddy Tum'}, {'timezone': 'Berlin', 'name': 'VIENNA Advantage'}, {'timezone': 'Chennai', 'name': 'Sachin Kumar R S'}, {'timezone': 'Melbourne', 'name': 'Anthony Stevens'}, {'timezone': None, 'name': 'Ten Glempton'}, {'timezone': 'Pacific Time (US & Canada)', 'name': 'Jim Jenks'}, {'timezone': None, 'name': 'Eddie Han Valen'}, {'timezone': None, 'name': 'Prabhu Shah'}, {'timezone': None, 'name': 'Pakala Rajesh'}, {'timezone': 'Greenland', 'name': 'Conectys'}, {'timezone': None, 'name': 'Ajay Pai'}, {'timezone': 'Athens', 'name': 'Savina Zabolotnii'}, {'timezone': 'Pacific Time (US & Canada)', 'name': 'Jeannie K Hawrysz'}, {'timezone': None, 'name': 'P.V.Raman'}, {'timezone': 'Amsterdam', 'name': 'The IBM MSP Team'}, {'timezone': None, 'name': 'Nguyễn Khánh Hiển'}, {'timezone': 'Mumbai', 'name': 'SutraHR'}, {'timezone': 'New Delhi', 'name': 'OSK REDDY'}, {'timezone': 'Pacific Time (US & Canada)', 'name': 'Pointivity'}, {'timezone': 'Pacific Time (US & Canada)', 'name': 'Keynote'}, {'timezone': None, 'name': 'Namesco Careers'}, {'timezone': None, 'name': 'Daniela Moraes'}, {'timezone': None, 'name': 'IBM Bluemix® UK'}, {'timezone': 'New Delhi', 'name': 'Sameer'}, {'timezone': 'Pacific Time (US & Canada)', 'name': 'Startup Companions'}, {'timezone': None, 'name': 'Andrija SSC'}, {'timezone': 'Pacific Time (US & Canada)', 'name': 'Claudius Pereira'}, {'timezone': None, 'name': 'Vishal Srivastava'}, {'timezone': None, 'name': 'mourad chaouki'}, {'timezone': 'Chennai', 'name': 'Siddharth Thapar'}, {'timezone': 'New Delhi', 'name': 'Milita Datta'}, {'timezone': 'Pacific Time (US & Canada)', 'name': 'Youness El aroui'}, {'timezone': 'Eastern Time (US & Canada)', 'name': 'Virtual-Strategy Mag'}, {'timezone': 'Mumbai', 'name': 'JayabalanSubramanian'}, {'timezone': 'Eastern Time (US & Canada)', 'name': 'Vistara'}, {'timezone': 'Central Time (US & Canada)', 'name': 'GENBAND'}, {'timezone': 'Chennai', 'name': 'Hemantha S kota'}, {'timezone': 'Chennai', 'name': 'Hema Senthilkumar'}, {'timezone': 'Pacific Time (US & Canada)', 'name': 'ㅤㅤㅤ'}, {'timezone': 'Bucharest', 'name': 'Andra Baragan'}, {'timezone': 'Hawaii', 'name': 'Hari Prasad Nadig'}, {'timezone': 'Canberra', 'name': 'CloudCentral'}, {'timezone': 'New Delhi', 'name': 'Rohit Yadav'}, {'timezone': None, 'name': 'abhinav roy'}, {'timezone': 'New Delhi', 'name': 'Abhinandan Prateek'}, {'timezone': None, 'name': 'Kshitij Kansal'}, {'timezone': 'Pacific Time (US & Canada)', 'name': 'All Events In City'}, {'timezone': 'Tokyo', 'name': 'koyukiyashi'}, {'timezone': 'Amsterdam', 'name': 'CLOUDSSKY'}, {'timezone': 'Paris', 'name': 'Apalia'}, {'timezone': 'Pacific Time (US & Canada)', 'name': 'Platform9 Systems'}, {'timezone': 'Chennai', 'name': 'Rajan Madhavan'}, {'timezone': None, 'name': 'Corinne Cohen'}, {'timezone': None, 'name': 'Kenya Patel'}, {'timezone': None, 'name': 'Niteshkumar'}, {'timezone': 'Pacific Time (US & Canada)', 'name': 'Pooja Pujar'}, {'timezone': 'Eastern Time (US & Canada)', 'name': 'Ian Rae'}, {'timezone': None, 'name': 'Mahesh Anumalasetty'}, {'timezone': None, 'name': 'VS Information Sys.'}, {'timezone': 'Brasilia', 'name': 'Cyrano Rizzo'}, {'timezone': 'Pacific Time (US & Canada)', 'name': 'safeharbour'}, {'timezone': None, 'name': 'Coral Cloud'}, {'timezone': 'London', 'name': 'Abiquo'}, {'timezone': None, 'name': 'Allan Mulrooney'}, {'timezone': 'Santiago', 'name': 'Consultoria en TI'}, {'timezone': None, 'name': 'EmailOctopus'}, {'timezone': None, 'name': 'Leandro Litterio'}, {'timezone': 'Bern', 'name': 'Prodosh Banerjee'}, {'timezone': 'Chennai', 'name': 'arun'}, {'timezone': 'Pacific Time (US & Canada)', 'name': 'Citrix GoToAssist'}, {'timezone': None, 'name': 'Escot Rodrigues'}, {'timezone': 'Brasilia', 'name': 'Marco Sinhoreli'}, {'timezone': 'Pacific Time (US & Canada)', 'name': 'Scott Shay'}, {'timezone': 'Bern', 'name': 'Sebastien Pittet'}, {'timezone': None, 'name': 'ali kassab'}, {'timezone': 'Paris', 'name': 'Ikoula'}, {'timezone': 'Alaska', 'name': 'Notes'}, {'timezone': None, 'name': 'Honoura Michael'}, {'timezone': None, 'name': 'Reggie Hallbird'}, {'timezone': 'Hawaii', 'name': 'Debamitra Mukherjee'}, {'timezone': None, 'name': 'Mashama Aslam'}, {'timezone': 'Eastern Time (US & Canada)', 'name': 'StrataScape'}, {'timezone': None, 'name': 'Do Cloud Right'}, {'timezone': 'Pacific Time (US & Canada)', 'name': 'Zentera Systems ☁️'}, {'timezone': 'Pacific Time (US & Canada)', 'name': 'Sumathi Kuppusamy'}, {'timezone': 'Eastern Time (US & Canada)', 'name': 'Appian'}, {'timezone': None, 'name': 'ClEvEr11214Leah'}, {'timezone': 'Pacific Time (US & Canada)', 'name': 'Zetta'}, {'timezone': None, 'name': 'DeepambikaTJ'}, {'timezone': None, 'name': 'moonndd'}, {'timezone': None, 'name': 'AppFive'}, {'timezone': None, 'name': 'Jonathan Brown'}, {'timezone': 'Central Time (US & Canada)', 'name': 'VMBlog'}, {'timezone': 'Kuala Lumpur', 'name': 'MIMOS'}, {'timezone': 'Amsterdam', 'name': 'Center Cloud'}, {'timezone': 'New Delhi', 'name': 'Srikanteswar Talluri'}, {'timezone': 'Pacific Time (US & Canada)', 'name': 'Ian Adams'}, {'timezone': None, 'name': 'FINRA Technology'}, {'timezone': None, 'name': 'Sumathi Kuppusamy'}, {'timezone': None, 'name': 'sri87991'}, {'timezone': 'Chennai', 'name': 'great'}, {'timezone': 'Pacific Time (US & Canada)', 'name': 'Stevan Mcgrath'}, {'timezone': 'Eastern Time (US & Canada)', 'name': 'Alison Lukin'}, {'timezone': 'Pacific Time (US & Canada)', 'name': 'Gísli KR'}, {'timezone': 'Amsterdam', 'name': 'Joao Beringel'}, {'timezone': None, 'name': 'Jonsi'}, {'timezone': 'Amsterdam', 'name': 'The Ekho'}, {'timezone': 'Pacific Time (US & Canada)', 'name': 'PagerDuty'}, {'timezone': None, 'name': 'Thomas Hilgendorff'}, {'timezone': None, 'name': 'LiquiD AutoScaler'}, {'timezone': None, 'name': 'Anil Anil'}, {'timezone': 'Pacific Time (US & Canada)', 'name': 'Strong facts'}, {'timezone': None, 'name': 'chundurishanthi'}, {'timezone': None, 'name': 'M RAMALINGAM'}, {'timezone': 'Pacific Time (US & Canada)', 'name': 'Alex Henthorn-Iwane'}, {'timezone': None, 'name': 'ankita'}, {'timezone': 'Pacific Time (US & Canada)', 'name': 'Sramana Mitra'}, {'timezone': None, 'name': 'Abhijit Roy'}, {'timezone': 'Berlin', 'name': 'Rafael Aguado'}, {'timezone': None, 'name': 'Chathura Welivitiya'}, {'timezone': 'Eastern Time (US & Canada)', 'name': 'Thomas BlackPetersen'}, {'timezone': None, 'name': 'EureyNychele'}, {'timezone': 'Central Time (US & Canada)', 'name': 'IBM Bluemix®'}, {'timezone': 'Bern', 'name': 'Antoine COETSIER'}, {'timezone': 'Madrid', 'name': 'Bolt Accelerator'}, {'timezone': 'Mumbai', 'name': 'Ahmed Naqvi'}, {'timezone': 'Atlantic Time (Canada)', 'name': 'Steps911'}, {'timezone': None, 'name': 'Opteamize'}, {'timezone': 'Chennai', 'name': 'Manik Mehta'}, {'timezone': 'London', 'name': 'Matthew Morris'}, {'timezone': 'New Delhi', 'name': 'Mamta Chhikara'}, {'timezone': 'Bern', 'name': 'Paul Shadwell'}, {'timezone': 'Athens', 'name': 'Gabriel Lee'}, {'timezone': None, 'name': 'Tuyet Moore'}, {'timezone': 'London', 'name': 'Spotmi.'}, {'timezone': 'New Delhi', 'name': 'Akash Murthy'}, {'timezone': None, 'name': 'Guillaume Heintz'}, {'timezone': 'Central Time (US & Canada)', 'name': 'TylorSwag'}, {'timezone': 'Pacific Time (US & Canada)', 'name': 'Growth Hacker'}]
In [34]:
#for item in my_list:
df = pd.DataFrame.from_records(my_list)
df.head(20)
Out[34]:
name
timezone
0
Emmet O'Grady
None
1
Afsoon Cullivan
Pacific Time (US & Canada)
2
Nithyanandan R
None
3
Cloud Advisor
None
4
Karthik DB
None
5
Saravanansekar
New Delhi
6
#Bengaluru ツ
Pacific Time (US & Canada)
7
Rachel Dines
Eastern Time (US & Canada)
8
Anurag Agrawal
Pacific Time (US & Canada)
9
Bitrix24.de
Pacific Time (US & Canada)
10
Evan Kirstel
Eastern Time (US & Canada)
11
Lucid Meetings
Pacific Time (US & Canada)
12
Pelo Blanco
None
13
Grapple
None
14
Oncore IT
London
15
Gweneth Chan
Pacific Time (US & Canada)
16
dashDB
Eastern Time (US & Canada)
17
DZone
Eastern Time (US & Canada)
18
Weronka Harsent
Pacific Time (US & Canada)
19
Nara Rajagopalan
Arizona
In [35]:
df.groupby('timezone').count().plot(kind='bar', label='ActOnMagic Twitter Followers')
Out[35]:
<matplotlib.axes._subplots.AxesSubplot at 0x6f30530>
In [ ]:
Content source: radhikapc/foundation-homework
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