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
- Data Science
- Earthquake Science
- Machine Learning
- Animation, Visualization, and Plotting
- 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
- Data visualization using matplotlib
- Earthquakes and related seismologic research
- Citizen Science involvement
- Machine Learning and its analysis
- Meteor observations and radar
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 |