Tweets Analysis - Keyword: @CrumpledJumper
Overview
Total number of tweets analysed
32
Earliest tweet was on
2023-02-11
Latest tweet was on
2023-02-19
Tweets covering
7 days
Average age of authors' accounts
8 years
Summarization
There is an NBA play-by-play and shots dataset available on GitHub and Google Drive.People are showing appreciation for the visualization of the data made by @CrumpledJumper, including hand-drawn look of the arrows. @CrumpledJumper is also answering question about the data and features used in tableau. People are also discussing features of the dataset such as shot quality and efficient scoring. Lastly, @CrumpledJumper is being congratulated on their work.
Topic Modeling
- NBA Data Sets
- Information Visualization
- Thanks and Appreciation to Contributors
- Player and Team Performance
- Data Analysis Tools and Applications
Emotional Analysis
The tweets in this dataset express a variety of emotions, from appreciation and admiration to curiosity and confusion. Many of the tweets thank and praise @CrumpledJumper for their work, expressing admiration for their visual graphics and hand-drawn look. Other tweets express curiosity and confusion, asking questions about the data and calculations used in the project. Finally, some of the tweets express amusement, such as "Lol Pels." Overall, the sentiment of the tweets is generally positive, showing admiration and appreciation for @CrumpledJumper's work.
Trend Analysis
- Data datasets for the NBA and sports data
- Visualization of data
- Sharing appreciation for work with others
- Interpreting and understanding data
- Analyzing and assessing correlations and patterns
Types of Tweets
Number of Retweets
11
Percentage of total tweets
34%
Number of Original tweets
1
Percentage of total tweets
3%
Number of tweets that contain Mentions
32
Percentage of total tweets
100%
Number of tweets that were Replies
20
Percentage of total tweets
62%
Number of tweets that were Quotes
1
Percentage of total tweets
3%
Number of tweets that contain Hashtags
0
Percentage of total tweets
0%
Top 5 devices used to tweet
| Source | Count |
|---|---|
| Twitter Web App | 12 |
| Twitter for iPhone | 11 |
| Twitter for Android | 8 |
| Twitter for iPad | 1 |
What devices were used to tweet
Top 10 accounts with highest followers count
| Username | Name | Bio | Followers count |
|---|---|---|---|
| SynergySST | Synergy Basketball | Insights, analytics, and technology that the world’s best leagues and teams depend on. Synergy Sports is a division of @sportradar. | 42,169 |
| alejandroggo | Alejandro Gaitán | periodista NBA ✍ @NBASpain @GIGANTESbasket @relevo 📩 mail a.gaitanojeda@gmail.com y DMs abiertos | 7,971 |
| _CJMayes | CJ Mayes | https://t.co/nJKtO16SZH | Tableau Visionary & Ambassador | #SportsVizSunday | @JLL | 4,185 |
| IvettAlexa | Kovács Ivett | Tableau Zen Master and Public Ambassador | #huntug organizer | @DSuffragettes co-founder 💪🏼Proudly born in Hungary | Traveler & surfer 🌊 | 3,335 |
| LevAkabas | Lev Akabas | #SportsBiz and NBA 🏀 data viz 📊. Data Reporter at @Sportico, previously @nytimes and @SLAMonline, all opinions are my own | 3,232 |
| Tartrou | Antoine Tartrou | Tente de finir ses phrases sur l'@lchodes | 2,622 |
| BleedGreen_BR | Bleed Green ☘️ | There is a certain tradition associated with the Boston Celtics. They bleed green and stand on principles, forever and always. ☘️☘️Perfil dedicado ao @Celtics | 2,616 |
| SportsTribution | Hannes Becker | There once was sport, there once was data, there once was the question of how to combine those two. Now it's just a Boban fan account | 1,311 |
| Kings_Insight | mezie fan | 🐈⬛ twitter is never that serious #MetuMania🇳🇬 | 1,296 |
| BillyPolcha | Billy Polcha | News, current event follower. | 995 |
Top 10 accounts with highest friends count
| Username | Name | Bio | Followers count |
|---|---|---|---|
| BillyPolcha | Billy Polcha | News, current event follower. | 4,953 |
| TheLimitNation | The Limit Nation | TheLimitNationBasketball•👨🏫Sports Advisors| • 📈@SynergySST | 🤴@DKSportsbook • #JrNBA • #JrWNBA• #JrPacers• #JrFever | 2,334 |
| fabiominatto | Fábio Minatto | Um dos autores do site FutnançasDoutorando em Contabilidade (@ufsc)ManezinhoConselho Fiscal (@avaifc)Núcleo Diretivo (@nossoavai) | 2,013 |
| _CJMayes | CJ Mayes | https://t.co/nJKtO16SZH | Tableau Visionary & Ambassador | #SportsVizSunday | @JLL | 1,897 |
| Vietpride218 | TheVP 😈 | Smash Ultimate Player | He/Him | Ness/Isa Main | #1 Bemidji, MN PR & BSU Smash Club President | Header from @akzto | 1,443 |
| IvettAlexa | Kovács Ivett | Tableau Zen Master and Public Ambassador | #huntug organizer | @DSuffragettes co-founder 💪🏼Proudly born in Hungary | Traveler & surfer 🌊 | 1,239 |
| LejonBrames12 | Weezy’s Nugs of Info🔥💨 | RT Nugs of info, data, & tidbits from across Twitter to help you make the most informed sports betting decisions. mostly NFL/NBA #SportsInvesting #SandboxSports | 1,206 |
| SynergySST | Synergy Basketball | Insights, analytics, and technology that the world’s best leagues and teams depend on. Synergy Sports is a division of @sportradar. | 1,023 |
| Kings_Insight | mezie fan | 🐈⬛ twitter is never that serious #MetuMania🇳🇬 | 986 |
| polttipp1 | Polsssipp | - | 978 |
Most active users
| Username | Bio | Number of tweets |
|---|---|---|
| FrahmRj | Syracuse Sports Analytics ‘25 // Host of The Christian Sixth Man | 2 |
| LejonBrames12 | RT Nugs of info, data, & tidbits from across Twitter to help you make the most informed sports betting decisions. mostly NFL/NBA #SportsInvesting #SandboxSports | 2 |
| SportsTribution | There once was sport, there once was data, there once was the question of how to combine those two. Now it's just a Boban fan account | 2 |
| BillyPolcha | News, current event follower. | 1 |
| _CJMayes | https://t.co/nJKtO16SZH | Tableau Visionary & Ambassador | #SportsVizSunday | @JLL | 1 |
| thatkidatrayne | Capricorn. warriors fan. arch. designer.#UnitedAgainstInsurrection#unfundthepoliceI come up with ideas for scripts I won't write. $ais191 | 1 |
| polttipp1 | - | 1 |
| ogkushnba | #NBA #76ersLa mejor calidad al mejor precio en Camisetas NBA (solo envíos a España) MD | 1 |
| mattsteg43 | https://t.co/0kcMU39JNh | 1 |
| klaytinnn | - | 1 |
Tweets per day
Top 10 tweets with highest Retweet count
| ID | Text | Retweet count |
|---|---|---|
| 1626642696646402049 | NBA play-by-play and shots dataset.All seasons since 96/97GIthub: https://t.co/nwKX7Nxiiq (update every week)Drive: https://t.co/xNXm9bNYMNKaggle: https://t.co/BZLfp5EYeZMore info in thread🧵RT & like @py_ball_ @DSamangy @knarsu3 @kmedved @CrumpledJumper @sportsdataverse | 26 |
| 1627250080557277184 | Thanks goes to @mich_data @boknowsdata @Brett2point0 @dlareg49 @CrumpledJumper | 0 |
| 1625552158950031362 | @CrumpledJumper Wow, Bruce Flowers. I assume that this is the Bruce Flowers who played at Notre Dame in the last 1970s.Wow, very cool!!! | 0 |
| 1624985070833647617 | @CrumpledJumper @IvettAlexa Even desktop the scaling is weird :( https://t.co/oY5nAPHmHb | 0 |
| 1625004830522580992 | @CrumpledJumper @CrumpledJumper what feature in tableau is this? | 0 |
| 1625176594196185101 | @CrumpledJumper 👏👏👏Extremely minor thing, but I just love the hand-drawn look of the arrows | 0 |
| 1625192651841765377 | @CrumpledJumper 👏👏👏Always creating such fun work! | 0 |
| 1625208161752780819 | @CrumpledJumper awesome stuff, thanks so much | 0 |
| 1625215032676982787 | Este gráfico visual de @CrumpledJumper es espectacular. Haces click en un equipo y te enseña todas las altas y bajas en un mapa de Estados Unidos. https://t.co/YuRBT5C2JH | 0 |
| 1625549081383780357 | @CrumpledJumper https://t.co/h0K8YFfe7P | 0 |
Top 10 tweets with highest Like count
| ID | Text | Like count |
|---|---|---|
| 1626642696646402049 | NBA play-by-play and shots dataset.All seasons since 96/97GIthub: https://t.co/nwKX7Nxiiq (update every week)Drive: https://t.co/xNXm9bNYMNKaggle: https://t.co/BZLfp5EYeZMore info in thread🧵RT & like @py_ball_ @DSamangy @knarsu3 @kmedved @CrumpledJumper @sportsdataverse | 119 |
| 1625215032676982787 | Este gráfico visual de @CrumpledJumper es espectacular. Haces click en un equipo y te enseña todas las altas y bajas en un mapa de Estados Unidos. https://t.co/YuRBT5C2JH | 4 |
| 1627250080557277184 | Thanks goes to @mich_data @boknowsdata @Brett2point0 @dlareg49 @CrumpledJumper | 2 |
| 1626720415778504705 | @vshufinskiy @py_ball_ @DSamangy @knarsu3 @kmedved @CrumpledJumper @sportsdataverse @xb3isTaken | 2 |
| 1625640154634371073 | @CrumpledJumper Why does a 6'3 guard keep showing up on these lists? | 2 |
| 1625176594196185101 | @CrumpledJumper 👏👏👏Extremely minor thing, but I just love the hand-drawn look of the arrows | 1 |
| 1625192651841765377 | @CrumpledJumper 👏👏👏Always creating such fun work! | 1 |
| 1625208161752780819 | @CrumpledJumper awesome stuff, thanks so much | 1 |
| 1625614337971724312 | @CrumpledJumper What is the calculation for SSM? | 1 |
| 1625902259136606212 | @CrumpledJumper Disagree (semantics) with the description of SSM. Efficient scoring is ability to generate and make shots at a high rate, not ability to make shots others miss. | 0 |
Top 3 Languages Used In Tweets
Top 10 mentions
| Mention | Count |
|---|---|
| @crumpledjumper | 33 |
| @py_ball_ | 6 |
| @dsamangy | 6 |
| @knarsu3 | 6 |
| @kmedved | 6 |
| @sportsdataverse | 6 |
| @vshufinskiy | 5 |
| @mich_data | 1 |
| @boknowsdata | 1 |
| @brett2point0 | 1 |
Top 10 mentions
Wordcloud of Tweets
Emojis
Average number of emojis used per tweet
50
Emojis used in tweets
| Emoji | Count | Emoji Text |
|---|---|---|
| 👏 | 6 | clapping_hands |
| 🧵 | 2 | thread |
| 🚫 | 2 | prohibited |
| 👀 | 1 | eyes |
| 🤩 | 1 | star-struck |
| 💘 | 1 | heart_with_arrow |
| 🧑💻 | 1 | technologist |
| 😅 | 1 | grinning_face_with_sweat |
| 🤯 | 1 | exploding_head |
Emojis groups
| Emoji Group | Count |
|---|---|
| People & Body | 8 |
| Smileys & Emotion | 4 |
| Activities | 2 |
| Symbols | 2 |