Tweets Analysis - Keyword: @ODOT_Statewide

Overview

Total number of tweets analysed

114

Earliest tweet was on

2023-03-17

Latest tweet was on

2023-03-27

Tweets covering

9 days

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

  1. Snow and hazardous travel conditions in Northeast Ohio
  2. Heavy rain and potential road hazards in the Cincinnati/Tri-State area
  3. Lake effect snow and reduced visibility in the Cleveland area
  4. Ohio Department of Transportation (ODOT) updates and announcements
  5. 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

  1. Winter weather conditions and road hazards in Northeast Ohio
  2. Rain and ponding on roads in Tri-State/Cincinnati area
  3. Lake effect snow in Cleveland metro area
  4. Updates on Ohio Department of Transportation (ODOT) projects and personnel
  5. 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

Percentage of total tweets

30%

Number of Original tweets

25

Percentage of total tweets

21%

Number of tweets that contain Mentions

114

Percentage of total tweets

100%

Number of tweets that were Replies

57

Percentage of total tweets

50%

Number of tweets that were Quotes

11

Percentage of total tweets

9%

Number of tweets that contain Hashtags

24

Percentage of total tweets

21%


Top 5 devices used to tweet

Source Count
Twitter for iPhone 45
Twitter Web App 25
Twitter for Android 24
Buffer 5
TweetDeck 5

What devices were used to tweet


Top 10 accounts with highest followers count

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 with highest friends count

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 with highest Retweet count

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 courtesy of @ODOT_Statewide. https://t.co/3hePQTIyFZ 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 some ponding of water on the roads, so allow extra time for your commute. (view of I-75 from @ODOT_Statewide) https://t.co/e4Ya6pLDU8 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 turns only when there is no oncoming traffic. Additional info from @ODOT_Statewide: https://t.co/Gmf3dzlqWA https://t.co/iBKeZVmZWM 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 address the issues. Follow local media & govt sources for the most up to date info. 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 @ajortiz3 @BrookeA_News @OneilStevens @MPenaTraffic https://t.co/rLGdqYzazj 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 https://t.co/r84nHHRn6c 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 @ODOT_Statewide https://t.co/vMg2camDCu 1

Top 10 tweets with highest Like count

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 courtesy of @ODOT_Statewide. https://t.co/3hePQTIyFZ 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 some ponding of water on the roads, so allow extra time for your commute. (view of I-75 from @ODOT_Statewide) https://t.co/e4Ya6pLDU8 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 out & about today be careful #3weather https://t.co/d0ZtKPa3me 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 @ODOT_Statewide https://t.co/vMg2camDCu 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 turns only when there is no oncoming traffic. Additional info from @ODOT_Statewide: https://t.co/Gmf3dzlqWA https://t.co/iBKeZVmZWM 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 fifty specialized employees. Downs... https://t.co/FoXWRMbxE8 https://t.co/CHhkSmYp5S 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 me a new tool in my toolbox and has opened up so many new ways to show off our agency's work." #FridayInFlight https://t.co/7vfTJK7msQ 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. Yet the invasive mess of freeways is exacerbated by nonexistent state maintenance. @ODOT_Statewide @MnDOT https://t.co/vEM6cXypbs 5

Top 3 Languages Used In Tweets


Top 10 Hashtags used

Hashtag Count
#transportation 4
#odotwinter 4
#ohwx 4
#3weather 3
#active 2
#kids 2
#fun 2
#healthy 2
#independentmobility 2
#resilience 2

Top 10 Hashtags Used In Tweets

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

Top 10 mentions

Wordcloud of Tweets


Emojis

Average number of emojis used per tweet

21

Emojis used in tweets

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

Emojis groups

Emoji Group Count
Smileys & Emotion 12
Travel & Places 8
Symbols 3
People & Body 1