Tweets Analysis - Keyword: @matplotlib

Overview

Total number of tweets analysed

95

Earliest tweet was on

2023-02-11

Latest tweet was on

2023-02-21

Tweets covering

10 days

Average age of authors' accounts

8 years


Summarization

It is possible to add watermarks to @matplotlib plots and its default blue and orange colors are very popular in data visualizations. Bootstrap is an intuitive and versatile statistics development and Python with SciPy_team, matplotlib, and NumPy team can help learn how to use it. In the past week, @matplotlib has been used to animate earthquakes in Turkey and Syria, detect the re-entry of a meter-sized asteroid into the atmosphere, and show principal component analysis for inference Machine Learning. Various seismic events have been recorded in different countries and its features such as the travel time and depth have been shown with python and matplotlib. A new matplotlib has also been dropped and congrats to the team.

Topic Modeling

  1. Data Science
  2. Earthquake Science
  3. Machine Learning
  4. Animation, Visualization, and Plotting
  5. Asteroid and Meteor Science

Emotional Analysis

The emotions expressed in these tweets are largely positive, with enthusiasm for the features of @matplotlib and other data science tools, as well as admiration for the beauty of the data visualizations and results. There is also excitement for the new @matplotlib release and congratulations for the team. The tweets also express a sense of wonder and awe at the natural phenomena they are discussing, such as earthquakes, asteroids, and meteor echoes.

Trend Analysis

  1. Data visualization using matplotlib
  2. Earthquakes and related seismologic research
  3. Citizen Science involvement
  4. Machine Learning and its analysis
  5. Meteor observations and radar

Disclaimer: The text analysis on twtdata.com, powered by OpenAI, does not represent the views of twtdata.com or its affiliates. The analysis is for informational purposes only and not an endorsement of any viewpoint.

Types of Tweets

Number of Retweets

40

Percentage of total tweets

42%

Number of Original tweets

20

Percentage of total tweets

21%

Number of tweets that contain Mentions

95

Percentage of total tweets

100%

Number of tweets that were Replies

33

Percentage of total tweets

34%

Number of tweets that were Quotes

7

Percentage of total tweets

7%

Number of tweets that contain Hashtags

41

Percentage of total tweets

43%


Top 5 devices used to tweet

Source Count
Twitter Web App 37
Twitter for Android 16
Twitter for iPhone 15
TweetDeck 11
Twitter for iPad 4

What devices were used to tweet


Top 10 accounts with highest followers count

Username Name Bio Followers count
EdwardTufte Edward Tufte Statistician,visualizer,artist, professor. Founded Graphics Press, Hogpen Hill Farms, ET Modern Gallery 111,367
StormHour #StormHour Promoting Meteorology & Weather Photography since 2015Get your work seen and shared with a member's spotlight ✨ at ~ https://t.co/rjEw4xr5Yv 97,516
driscollis Mike Driscoll I tweet about everything #PythonWriting about Python @mousevspython @realpythonTeaching at @TeachMePyAuthor of multiple books including Python 101 96,718
matplotlib Matplotlib Python library for creating static, animated, & interactive visualizations. Chat w/ us @ https://t.co/QDNR5Khj9w Sponsored by @NumFocus 42,257
esMktDigital 🅴🆂 🅼🅰🆁🅺🅴🆃🅸🅽🅶 🅳🅸🅶🅸🆃🅰🅻 👨‍🔬 #DataScience👨‍💻 #FullStackDevelopment🎯 #Marketing📢 #SocialSelling👥 #Networking🛒 #eCommerce🔎 #Seo 14,375
raspishake Raspberry Shake Join the largest #CitizenScience #earthquake monitoring network w/ your own #seismograph. For exclusive #quake notifications: @raspishakEQ. MobileApp: #ShakeNet 10,254
sonofacorner Son of a corner Trying to help people learn more about @matplotlib with football (soccer) data.Donations: https://t.co/dSttGWtRJV 7,843
GeostatsGuy Michael Pyrcz🌻 Assoc. #Prof @UTAustin @CockrellSchool @txgeosciences @daytum_io | #Ukrainian Canadian #geostatistics #DataAnalytics #DataScience #MachineLearning #author #dad 7,485
s_gruppetta_ct Stephen Gruppetta • Rethinking how to teach coding to children & adults • https://t.co/ThObHuu1rG • @codetoday_ & @ThePythonPlace • RealPython author • Ex-Physicist • 6,892
MurrayData John Murray Data Scientist & Visiting Professor @geodatascience. Talks about #opendata #AI #deeplearning #geospatial #GPU #HPC #kubernetes #datascience @ApacheArrow #Python 6,495

Top 10 accounts with highest friends count

Username Name Bio Followers count
StormHour #StormHour Promoting Meteorology & Weather Photography since 2015Get your work seen and shared with a member's spotlight ✨ at ~ https://t.co/rjEw4xr5Yv 56,326
esMktDigital 🅴🆂 🅼🅰🆁🅺🅴🆃🅸🅽🅶 🅳🅸🅶🅸🆃🅰🅻 👨‍🔬 #DataScience👨‍💻 #FullStackDevelopment🎯 #Marketing📢 #SocialSelling👥 #Networking🛒 #eCommerce🔎 #Seo 7,583
MurrayData John Murray Data Scientist & Visiting Professor @geodatascience. Talks about #opendata #AI #deeplearning #geospatial #GPU #HPC #kubernetes #datascience @ApacheArrow #Python 7,135
fullNam35087976 akasatanahama.com I enjoy programming as a hobby😀This account is a Bot that just do retweets, followback, and like😀It's not a company😀It does't respond to DM or replies😀 6,028
jmtoralc Manuel Toral Hago análisis con datos 💻 Traigo seis millones de maneras de morir, sólo una de vivir...🔥 5,816
oyuncakdunya_ ϜϓſϞ irem Ⓥ 🙂 🐭 #animalslivesmatter yer bilimleri, doğa, motor sporları ve hayvan aşığı @raspishake #vatandaşbilimi programı üyesi #catmom her rt ve fav onay değildir 5,000
skagao ヨンプラザさとるGちゃん y_new_pred = StandardScaler_y.inverse_transform( MLmodel_instance.predict( StandardScaler_X.transform( X_new[ X_train.columns ]) ).reshape(-1,1) ) 4,997
adolflow c-x n s c-x n w 🌾 cultura libre, web semántica, sindominio, datalab, periodismo de datos, sanidad y educación pública, para empezar 4,374
raspishake Raspberry Shake Join the largest #CitizenScience #earthquake monitoring network w/ your own #seismograph. For exclusive #quake notifications: @raspishakEQ. MobileApp: #ShakeNet 3,863
justAfanDavid david doll If I have seen further it is by standing on the shoulders of giants-Newton. Engineer, writer, analyst, program/project mgr and naturally curious. 3,847

Most active users

Username Bio Number of tweets
gmrpetricca MSc Space Science and Technology | MRes Renewable Energy Engineer | WX | History | Seismo | Astro | Photo | PC/Gaming | SciFi | SDR | https://t.co/XS3yCkBGw0 9
driscollis I tweet about everything #PythonWriting about Python @mousevspython @realpythonTeaching at @TeachMePyAuthor of multiple books including Python 101 4
GeostatsGuy Assoc. #Prof @UTAustin @CockrellSchool @txgeosciences @daytum_io | #Ukrainian Canadian #geostatistics #DataAnalytics #DataScience #MachineLearning #author #dad 4
mohdatif1987 Database techie. Now learning Python and other libraries such as Pandas, Matplotlib. 3
s_gruppetta_ct • Rethinking how to teach coding to children & adults • https://t.co/ThObHuu1rG • @codetoday_ & @ThePythonPlace • RealPython author • Ex-Physicist • 2
bendominguez011 @fantasydatapros founder. I teach people how to code with sports. Building sports betting models in Python and showcasing progress and reasoning. 2
justAfanDavid If I have seen further it is by standing on the shoulders of giants-Newton. Engineer, writer, analyst, program/project mgr and naturally curious. 2
mgrubisic Structural Engineer/Asst. Prof., Earthquake Engineering & Structural Dynamics, University of Osijek | Father of two 💭 🍺 🌍 🌊 2
PamphileRoy Senior Software Engineer at @quansightai / SciPy core-developer / Aerospace Ph.D, Engineer 2
sinabooeshaghi I'm a postdoc in @lpachter's lab with a PhD from @caltech and a Math & ME BS from @mit. I enjoy drinking tea, riding bikes, taking photos, and exploring nature. 1

Tweets per day


Top 10 tweets with highest Retweet count

ID Text Retweet count
1626252292218298368 Did you know you can add watermarks to your @matplotlib plots?Here's an example and the result too!🐍📊🔥 https://t.co/atDrb2yZWk 30
1625253864315187228 Animation of ~1800 events recorded in the last 7 days by the @raspishake network after major M7.8 & M7.5 #Turkey #Syria #earthquake. The distribution of the shocks in the area is clear along two fault lines, one NE to SW, the other E to W. #Python @matplotlib #CitizenScience https://t.co/qmiuoUqki9 26
1625201154257825799 Last night a metre-sized #asteroid (#2023CX1 #Sar2667) re-entered our atmosphere around 03UTC over #TheChannel #LaManche. Some @raspishake #RBOOM #infrasound sensors (in #France, #Belgium, & The #Netherlands) managed to record the event. #Python @matplotlib #CitizenScience https://t.co/Zm0iNLUQdy 17
1625140724525146114 Bootstrap! Super intuitive, versatile & one of the most powerful #stats developments of the 20th century. Join me for a live code walk-through & learn how to #bootstrap in #Python with @SciPy_team, @matplotlib, @numpy_team. #YouTube @ https://t.co/bfgK2z7OlC with linked code ∀. https://t.co/vFXKihQl37 11
1624806113056067588 2023-02-12 M3.2 #NorthSea #earthquake recorded from the closest #RaspberryShake in #SouthNorfolk #UK + area historical seismicity. Clear P and S waves' arrivals on all channels. Dist.: 120.8km Travel Time: 0m 20.9s Depth: 10.0km #Python @raspishake @matplotlib #CitizenScience https://t.co/Z8Asgl6Rvl 9
1626551786130624513 I just published "Visualizing Climate Change: A Step-by-Step Guide to Reproduce Climate Stripes with Python"https://t.co/MgJKtimsK4@matplotlib @TDataScience 6
1625102346345668609 2023-02-13 M6.1 #Kermadec Islands #earthquake recorded in #Scotland & in #Stornoway + area historical seismicity. Clear core wave spike on many stations. Dist.: 16821.8km Travel Time: 17m 3.7s Depth: 374km #Python @raspishake @matplotlib #CitizenScience https://t.co/CncBeQP01h 5
1627737571018084360 2023-02-20 M6.3 3 km SW of Uzunbağ, #Turkey #earthquake recorded in #Scotland & in #Stornoway + historical seismicity.Largest event in the area since ~two weeks ago.Dist.: 3851.4kmTravel Time: 6m 55.6sDepth: 10.0km#Python @raspishake @matplotlib #CitizenScience https://t.co/Ty3epW7j1K 5
1625506956965191681 2023-02-14 M5.6 2 km NW of #Leleşti, #Romania #earthquake recorded in #Scotland & in #Stornoway + area historical seismicity. Clear P-wave arrival on all stations in the region. Dist.: 2390.1km Travel Time: 4m 56.7s Depth: 10.0km #Python @raspishake @matplotlib #CitizenScience https://t.co/QJI7irAZT1 5
1628071098364440590 Interested in inferential #MachineLearning? Principal component analysis (PCA), a powerful method for your workflow. Linear projection to reduce dimensionality while maximizing the variance retained!Here's my #Python @matplotlib demo @ https://t.co/ICuLnhmJot ∀. #DataScience https://t.co/z5iEwh36hc 3

Top 10 tweets with highest Like count

ID Text Like count
1626252292218298368 Did you know you can add watermarks to your @matplotlib plots?Here's an example and the result too!🐍📊🔥 https://t.co/atDrb2yZWk 190
1625318588981870594 committed to the bit. @matplotlib default blue and default orange nails https://t.co/x0Z1WqydDy 87
1625140724525146114 Bootstrap! Super intuitive, versatile & one of the most powerful #stats developments of the 20th century. Join me for a live code walk-through & learn how to #bootstrap in #Python with @SciPy_team, @matplotlib, @numpy_team. #YouTube @ https://t.co/bfgK2z7OlC with linked code ∀. https://t.co/vFXKihQl37 57
1625253864315187228 Animation of ~1800 events recorded in the last 7 days by the @raspishake network after major M7.8 & M7.5 #Turkey #Syria #earthquake. The distribution of the shocks in the area is clear along two fault lines, one NE to SW, the other E to W. #Python @matplotlib #CitizenScience https://t.co/qmiuoUqki9 52
1625201154257825799 Last night a metre-sized #asteroid (#2023CX1 #Sar2667) re-entered our atmosphere around 03UTC over #TheChannel #LaManche. Some @raspishake #RBOOM #infrasound sensors (in #France, #Belgium, & The #Netherlands) managed to record the event. #Python @matplotlib #CitizenScience https://t.co/Zm0iNLUQdy 38
1628071098364440590 Interested in inferential #MachineLearning? Principal component analysis (PCA), a powerful method for your workflow. Linear projection to reduce dimensionality while maximizing the variance retained!Here's my #Python @matplotlib demo @ https://t.co/ICuLnhmJot ∀. #DataScience https://t.co/z5iEwh36hc 19
1626551786130624513 I just published "Visualizing Climate Change: A Step-by-Step Guide to Reproduce Climate Stripes with Python"https://t.co/MgJKtimsK4@matplotlib @TDataScience 19
1625506956965191681 2023-02-14 M5.6 2 km NW of #Leleşti, #Romania #earthquake recorded in #Scotland & in #Stornoway + area historical seismicity. Clear P-wave arrival on all stations in the region. Dist.: 2390.1km Travel Time: 4m 56.7s Depth: 10.0km #Python @raspishake @matplotlib #CitizenScience https://t.co/QJI7irAZT1 16
1625558281681833994 As many people are sharing the "Google (sqrt(​cos(​x))*​cos(​400*​x)+​sqrt(​abs(​x))-​0.4)*​(4-​x*​x)^​0.1" tweet, I thought it appropriate to test it using @numpy_team, @numba_jit and @matplotlib #Python. #HappyValentinesDay! https://t.co/eVTldIDEko 16
1624806113056067588 2023-02-12 M3.2 #NorthSea #earthquake recorded from the closest #RaspberryShake in #SouthNorfolk #UK + area historical seismicity. Clear P and S waves' arrivals on all channels. Dist.: 120.8km Travel Time: 0m 20.9s Depth: 10.0km #Python @raspishake @matplotlib #CitizenScience https://t.co/Z8Asgl6Rvl 15

Top 3 Languages Used In Tweets


Top 10 Hashtags used

Hashtag Count
#python 27
#citizenscience 18
#earthquake 15
#stornoway 11
#scotland 9
#turkey 5
#datascience 3
#leleşti 3
#romania 3
#asteroid 3

Top 10 Hashtags Used In Tweets

Top 10 mentions

Mention Count
@matplotlib 91
@raspishake 21
@gmrpetricca 14
@numpy_team 11
@geostatsguy 7
@scipy_team 7
@airspy_com 6
@driscollis 6
@tdatascience 5
@guillaumewein 4

Top 10 mentions

Wordcloud of Tweets


Emojis

Average number of emojis used per tweet

23

Emojis used in tweets

Emoji Count Emoji Text
🐍 4 snake
📊 2 bar_chart
🔥 2 fire
🥳 2 partying_face
👏 2 clapping_hands
📈 1 chart_increasing
1 sparkles
🙏 1 folded_hands
💻 1 laptop
👇 1 backhand_index_pointing_down

Emojis groups

Emoji Group Count
People & Body 5
Animals & Nature 4
Objects 4
Smileys & Emotion 4
Activities 3
Travel & Places 2