ODOT_Statewide - Tweet Data Analysis
Tweets Analysis - Keyword: @ODOT_Statewide
Published April 8, 2023
Overview
Tweets covering
9 days
Latest tweet was on
2023-03-27
Earliest tweet was on
2023-03-17
Total number of tweets analysed
114
Average age of authors' accounts
10 years
Summarization
The tweets cover various topics related to transportation and weather in Ohio. There are updates on road conditions due to snow and rain, as well as information on upcoming road projects and the appointment of a new CFO at the Ohio Department of Transportation (ODOT). One tweet showcases the work of a pilot and videographer for ODOT, while another criticizes the maintenance of freeway frontage roads. The tweets also include discussions on forest management practices and the importance of community input in transportation initiatives.
Topic Modeling
- Snow and hazardous travel conditions in Northeast Ohio
- Heavy rain and potential road hazards in the Cincinnati/Tri-State area
- Lake effect snow and reduced visibility in the Cleveland area
- Ohio Department of Transportation (ODOT) updates and announcements
- State road and infrastructure maintenance and construction projects
Emotional Analysis
The tweets primarily express concern and caution about hazardous weather conditions, such as snow-covered roads and reduced visibility. There is also some excitement about upcoming changes to road signals and announcements about appointments and investments in roadway infrastructure. Some tweets express frustration with the maintenance of roadways and call for improvements.
Trend Analysis
- Winter weather conditions and road hazards in Northeast Ohio
- Rain and ponding on roads in Tri-State/Cincinnati area
- Lake effect snow in Cleveland metro area
- Updates on Ohio Department of Transportation (ODOT) projects and personnel
- Issues with state DOT maintenance
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
35
30% of total
Number of Original tweets
25
21% of total
Number of tweets that were Quotes
11
9% of total
Number of tweets that were Replies
57
50% of total
Number of tweets that contain Hashtags
24
21% of total
Number of tweets that contain Mentions
114
100% of total
Devices Used to Tweet
Top 5 Devices
| Source | Count |
|---|---|
| Twitter for iPhone | 45 |
| Twitter Web App | 25 |
| Twitter for Android | 24 |
| Buffer | 5 |
| TweetDeck | 5 |
Device Distribution
Top 10 Accounts by Followers
| Username | Name | Bio | Followers count |
|---|---|---|---|
| wchs8fox11 | Eyewitness News | WCHS-TV serves the Charleston-Huntington market with the latest news, sports and weather. Share your content with us at https://t.co/VkXRIGmGyH! | 78,940 |
| WWJ950 | WWJ 950 | Always live on the free @audacy app. | 53,869 |
| NWSILN | NWS Wilmington OH | Official Twitter Account for National Weather Service Wilmington OH. Details: https://t.co/IijUOKgDR8 | 43,063 |
| BetsyKling | Betsy Kling 🌤️ | Chief Meteorologist and Anchor at WKYC in Cleveland | 42,123 |
| NWSCLE | NWS Cleveland | Official Twitter Account for National Weather Service Cleveland, Ohio. Details: https://t.co/mK32cjdF8a | 38,890 |
| Ohio_EMA | Ohio Emergency Management Agency | The Ohio EMA strives to coordinate activities to mitigate, prepare for, respond to, and recover from disasters | 16,217 |
| ohgov | Ohio.gov | New Ohio residents and lifelong Buckeyes - find out what makes Ohio a great place to live, work or spend the day. | 13,343 |
| 1800HURTNOW | Kisling, Nestico & Redick, LLC | Kisling, Nestico & Redick, LLC (KNR) is a personal injury law firm serving all of Ohio. Hurt in a Car? Call KNR. 1-800-HURT-NOW #TeamKNR | 12,804 |
| ODOT_Akron | ODOT Akron | Ohio Department of Transportation District 4, serving Ashtabula, Mahoning, Portage, Stark, Summit, and Trumbull counties. Account not monitored 24/7. | 10,835 |
| ITS_America | ITS America | A better future transformed by intelligent mobility. Safer. Greener. Smarter. For all. #THISisITS | 9,880 |
Top 10 Accounts by Friends
| Username | Name | Bio | Followers count |
|---|---|---|---|
| 1800HURTNOW | Kisling, Nestico & Redick, LLC | Kisling, Nestico & Redick, LLC (KNR) is a personal injury law firm serving all of Ohio. Hurt in a Car? Call KNR. 1-800-HURT-NOW #TeamKNR | 5,539 |
| ChanMan219 | Chandler Patrick “ChanMan” | Baseball fanatic. Diehard Reds fan #WhoDey | 4,993 |
| eschwartzberg | Eric Schwartzberg | @DaytonDailyNews reporter. Covers Centerville/Washington Twp./Miamisburg/Miami Twp/West Carrollton/Moraine. @OhioU/@scrippsjschool alum. #Mets & #Bengals fan | 3,390 |
| mbruning81 | Matt Bruning | Dad, husband, Hoosier, punny, recovering radio news reporter. I don’t make decisions at @odot_statewide, I talk about them. Opinions are mine. | 2,974 |
| ITS_America | ITS America | A better future transformed by intelligent mobility. Safer. Greener. Smarter. For all. #THISisITS | 2,830 |
| JoshJunker2 | Josh Junker | Living the good life. he/him. Toledo Law '25🏳️🌈 25,737 Cincinnatians, 99% of whom were Black, lived in the West End in 1950 until they were displaced. | 2,360 |
| Public_Input | PublicInput | Creating more collaborative democracy through technology by facilitating lasting relationships between government and people. #GovTech #PublicEngagement | 2,358 |
| pataz1 | Pat A. | True Crime Blogger. | 2,257 |
| michelle_zunich | Michelle Zunich | Social Media Expert 📲 | Virtual Assistant 💻 | Accredited Coach 📚 | 6 Figure Earner 💫 | TikTok/Reels Expert 🎞 | Social Media Manager 💻 | 2,228 |
| wchs8fox11 | Eyewitness News | WCHS-TV serves the Charleston-Huntington market with the latest news, sports and weather. Share your content with us at https://t.co/VkXRIGmGyH! | 1,729 |
Most Active Users
| Username | Bio | Number of tweets |
|---|---|---|
| mbruning81 | Dad, husband, Hoosier, punny, recovering radio news reporter. I don’t make decisions at @odot_statewide, I talk about them. Opinions are mine. | 10 |
| marknoble | Computer Engineer and Civil Libertarian. Technological preenactor. Hurler of insights. 2011's #2 Libertarian by vote totals nation wide. | 7 |
| NuHavnPizaSucks | - | 5 |
| brow_down | I don’t mean no harm but I truly mean all the disrespect. | 5 |
| ITS_America | A better future transformed by intelligent mobility. Safer. Greener. Smarter. For all. #THISisITS | 4 |
| mail_it_in | - | 3 |
| WaxIt4U | Daughter of the King with many of God’s blessings ✝️ Romans 15:13 | 3 |
| JohnHillTraffic | The aliens said they were looking for intelligent life, so I was left behind. | 2 |
| NWSCLE | Official Twitter Account for National Weather Service Cleveland, Ohio. Details: https://t.co/mK32cjdF8a | 2 |
| tayalejandro | JW Husband Father of 2 young women ME 2 v Cancer 0 HD Road King FLHR & Dyna FXDB Traveler Traditional shaver Cincinnati / Panama | 2 |
Tweets Per Day
Top 10 Tweets by Retweets
| ID | Text | Retweet count |
|---|---|---|
| 1637403974293925888 | 6:40 AM: Many roads across Northeast Ohio are snow-covered and travel is very hazardous. Here's a look at just a few of the traffic cameras in Cuyahoga and Lake counties … | 17 |
| 1637113162221891585 | Webcam courtesy of @ODOT_Statewide showing reduced visibility on I-90 this morning. Remain alert for rapidly changing conditions if out traveling today. #ohwx https://t.co/kGO3Ew7AGa | 10 |
| 1639186308307505153 | [4:44 AM] Heavy rain has moved south of the Cincinnati / Tri-State area, but some light to moderate rain will continue for another few hours this morning. Expect to see … | 6 |
| 1637903766434516992 | Here are @ODOT_Statewide's plans for road construction in Mahoning, Trumbull and Columbiana counties. https://t.co/Gm6CWY68FL | 5 |
| 1638929248223375360 | 🚦FYI Hilliard: One of Ohio's first Flashing Yellow Arrows is coming to Cemetery Road. 🚦 In the next few weeks, the new signal (EB to I-270 NB) will allow left … | 3 |
| 1639029135757410307 | Ohio's @ODOT_Statewide's particularly, peculiarly puzzling forest management practices on view, I-77 North, near Mile Marker 67. Even more striking in person, especially if you're a tree. https://t.co/nk9GPYQAGy | 3 |
| 1640078573963976705 | There are still road closures and power outages throughout the county due to the high winds Saturday. Local road departments, @ODOT_Statewide , & @ohioedison are working around the clock to … | 2 |
| 1638999648814657541 | #Crash SB I-75 at Alexis Rd leaves ONLY the Right Lane open. #Traffic is slow from Summit St. Image via @ODOT_Statewide cams. #knowbeforeyougo #wwjtraffic LIVE> https://t.co/wXyxPh4TUR More: @Audacy @WWJ950 @AfternoonsWWJ … | 1 |
| 1639950308762611713 | Youth and early childhood biking. This is what can happen when you create safe infrastructure for active transportation. #Active #Kids #Fun #Healthy #IndependentMobility #Resilience @CityOfCincy @CincyPedsNBikes @LibertyTwpOH @ButlercoOhio @ODOT_Statewide @TriStateTrails … | 1 |
| 1637366056791465987 | Lake effect snow continues just east of the #Cleveland metro area early this morning…the latest on today’s snow chances coming up on @wkyc’s GO at 6AM❄️ @wkycweather #OHwx #3Weather @ODOT_Cleveland … | 1 |
Top 10 Tweets by Likes
| ID | Text | Like count |
|---|---|---|
| 1637403974293925888 | 6:40 AM: Many roads across Northeast Ohio are snow-covered and travel is very hazardous. Here's a look at just a few of the traffic cameras in Cuyahoga and Lake counties … | 46 |
| 1639186308307505153 | [4:44 AM] Heavy rain has moved south of the Cincinnati / Tri-State area, but some light to moderate rain will continue for another few hours this morning. Expect to see … | 30 |
| 1637113162221891585 | Webcam courtesy of @ODOT_Statewide showing reduced visibility on I-90 this morning. Remain alert for rapidly changing conditions if out traveling today. #ohwx https://t.co/kGO3Ew7AGa | 26 |
| 1637460707850559490 | Life with lake effect. @ODOT_Statewide cams tell the tale. Top pic: 90 is Westlake Bottom: 71 in Middleburg Heights Distance between the two: 7 or so miles If you are … | 26 |
| 1637366056791465987 | Lake effect snow continues just east of the #Cleveland metro area early this morning…the latest on today’s snow chances coming up on @wkyc’s GO at 6AM❄️ @wkycweather #OHwx #3Weather @ODOT_Cleveland … | 19 |
| 1638929248223375360 | 🚦FYI Hilliard: One of Ohio's first Flashing Yellow Arrows is coming to Cemetery Road. 🚦 In the next few weeks, the new signal (EB to I-270 NB) will allow left … | 12 |
| 1639601356380991489 | @ODOT_Statewide @jacksonmckinn I promise a really good one on June 31st 😉 | 8 |
| 1638879300656205825 | Introducing Sara Downs, Chief Financial Officer, @ODOT_Statewide The Director of Transportation appointed Sara Downs as the agency’s CFO in April of 2019 overseeing the Division of Finance and its approximately … | 6 |
| 1639291886358675458 | Meet Colin, a pilot and lead videographer for @ODOT_Statewide "I became a pilot so that I could use aerial video and photos to tell ODOT's story. Becoming a pilot gave … | 6 |
| 1640106191547256835 | Freeway frontage roads always look like crap. Doesn’t seem to matter which State DOT we’re talking about either. These areas share a seam with cities where most of us live. … | 5 |
Top Languages Used
Top 10 Hashtags
| Hashtag | Count |
|---|---|
| #transportation | 4 |
| #odotwinter | 4 |
| #ohwx | 4 |
| #3weather | 3 |
| #active | 2 |
| #kids | 2 |
| #fun | 2 |
| #healthy | 2 |
| #independentmobility | 2 |
| #resilience | 2 |
Top 10 Mentions
| Mention | Count |
|---|---|
| @odot_statewide | 114 |
| @odot_columbus | 29 |
| @odot_fakewide | 10 |
| @mbruning81 | 8 |
| @marknoble | 7 |
| @nwscle | 7 |
| @sallymayweather | 6 |
| @michigandot | 6 |
| @hillhousegrady | 6 |
| @lametro | 5 |
Wordcloud of Tweets
Emoji Analysis
Average emojis per tweet:
21
Emojis Used
| Emoji | Count | Emoji Text |
|---|---|---|
| 🤬 | 6 | face_with_symbols_on_mouth |
| 🚦 | 4 | vertical_traffic_light |
| ✅ | 3 | check_mark_button |
| 🤣 | 2 | rolling_on_the_floor_laughing |
| ❄️ | 2 | snowflake |
| 😬 | 1 | grimacing_face |
| 🚛 | 1 | articulated_lorry |
| 😉 | 1 | winking_face |
| 😏 | 1 | smirking_face |
| 🤷♂️ | 1 | man_shrugging |
Emoji Groups
| Emoji Group | Count |
|---|---|
| Smileys & Emotion | 12 |
| Travel & Places | 8 |
| Symbols | 3 |
| People & Body | 1 |
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