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Youngstown, Ohio: History, Geography, Community & Culture
Youngstown is a city in Mahoning County, Ohio, United States, and the county seat (however, a small portion of the city is in Trumbull County). It lies along the Mahoning River in Northeast Ohio. The population was 60,068 at the 2020 census (estimated at 58,832 in 2025), making it the eleventh-most populous city in Ohio. The Mahoning Valley metropolitan…
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Youngstown, Ohio topic overview
The analysis highlights History, Geography, Community and Culture as prominent areas in the source structure around Youngstown, Ohio. 1 topic appears in more than one source area, which can help identify connections that are less obvious in a linear reading.
Related topics
377
Source areas
13
Connected nodes
391
Extracted relationships
54
Related term clusters
90
Bridge connections
391
What this topic covers Research coverage
Source areas are shown by the number of related topics found in each part of the analysis. Use smaller areas too: they can reveal specialized angles and content gaps.
History · 86 topics
Sports · 63 topics
Overview · 41 topics
Transportation · 32 topics
Geography · 28 topics
Economy · 25 topics
Education · 24 topics
Media · 21 topics
Government and politics · 19 topics
Arts and culture · 18 topics
Demographics · 15 topics
Parks and recreation · 5 topics
Sister cities · 1 topics
Smaller areas are not necessarily less important. They contain fewer connections in this analysis and can be useful for finding specialized angles or coverage gaps.
Key facts & relationships
High-confidence facts extracted from structured source data. Use them as anchors for further research.
Founded
1797
Area codes
330 and 234
Counties
Mahoning, Trumbull
Country
United States
Demonym
Youngstownian
Elevation
856 ft (261 m)
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Youngstown, Ohio
3Mahoning River · Northeast Ohio · Western Pennsylvania
A structured outline of related entities, concepts and subtopics. Open any item to build a new map centered on it.
Browse the complete topic structure, not only the most central items. Less prominent entities and concepts can reveal missing angles, specialized context and useful research gaps. Each item opens a new analysis centered on that subject.
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Advanced semantic analysis
How Youngstown, Ohio connects Entity context
Entity context groups extracted connections by relationship type. Counts show recurrence in the analyzed source; the examples are research signals, not claims about importance.
The extracted context around Youngstown, Ohio shows recurring relationship patterns in the source. For example, Youngstown, Ohio → 34.564 sq mi (89.520 km2), 60,068 Another extracted example is Youngstown, Ohio → 330 and 234. Use these groups to spot repeated connection types before inspecting the individual relationships.
Youngstown, Ohio
Top relations
• City· 2
Youngstown, Ohio → 34.564 sq mi (89.520 km2), 60,068
Area codes· 1
Youngstown, Ohio → 330 and 234
Counties· 1
Youngstown, Ohio → Mahoning, Trumbull
Country· 1
Youngstown, Ohio → United States
Demonym· 1
Youngstown, Ohio → Youngstownian
Elevation· 1
Youngstown, Ohio → 856 ft (261 m)
FIPS code· 1
Youngstown, Ohio → 39-88000
Founded· 1
Youngstown, Ohio → 1797
Founded by· 1
Youngstown, Ohio → John Young
GNIS feature ID· 1
Youngstown, Ohio → 1086573
Important terminology
Frequent words and multi-word phrases across the lead, headings, infobox and body. Useful for terminology coverage.
Use these terms to understand the vocabulary surrounding the topic, not as a checklist for keyword stuffing.
Relationships are represented as Subject → Predicate → Object triples. Confidence describes extraction strength, not the real-world importance of a relationship; lower-confidence rows may be contextual rather than explicit.
TTTA extracted 54 structured relationships around Youngstown, Ohio. Examples in this analysis include Youngstown, Ohio → Area codes → 330 and 234 and Youngstown, Ohio → Counties → Mahoning, Trumbull. The table shows each extracted connection, where it came from and its confidence.
Subject
Predicate
Object
Confidence
Src
Youngstown, Ohio
Area codes
330 and 234
1.00
infobox
Youngstown, Ohio
Counties
Mahoning, Trumbull
1.00
infobox
Youngstown, Ohio
Country
United States
1.00
infobox
Youngstown, Ohio
Demonym
Youngstownian
1.00
infobox
Youngstown, Ohio
Elevation
856 ft (261 m)
1.00
infobox
Youngstown, Ohio
FIPS code
39-88000
1.00
infobox
Youngstown, Ohio
Founded
1797
1.00
infobox
Youngstown, Ohio
Founded by
John Young
1.00
infobox
Youngstown, Ohio
GNIS feature ID
1086573
1.00
infobox
Youngstown, Ohio
Incorporated (city)
1867
1.00
infobox
Youngstown, Ohio
Incorporated (village)
1848
1.00
infobox
Youngstown, Ohio
State
Ohio
1.00
infobox
Youngstown, Ohio
Time zone
UTC–5 (Eastern (EST))
1.00
infobox
Youngstown, Ohio
Website
youngstownohio.gov
1.00
infobox
Youngstown, Ohio
ZIP Codes
44501–44507, 44509–44515, 44555
1.00
infobox
Youngstown, Ohio
• City
34.564 sq mi (89.520 km2)
1.00
infobox
Youngstown, Ohio
• City
60,068
1.00
infobox
Youngstown, Ohio
• Combined
525,909 (US: 88th)
1.00
infobox
Youngstown, Ohio
• Density
1,770.4/sq mi (683.56/km2)
1.00
infobox
Youngstown, Ohio
• Estimate (2025)
58,832
1.00
infobox
Youngstown, Ohio
• Land
33.929 sq mi (87.875 km2)
1.00
infobox
Youngstown, Ohio
• Mayor
Derrick McDowell
1.00
infobox
Youngstown, Ohio
• Metro
426,086 (US: 131st)
1.00
infobox
Youngstown, Ohio
• President
Anita Davis
1.00
infobox
Youngstown, Ohio
• Rank
US: 685th OH: 11th
1.00
infobox
Youngstown, Ohio
• Summer (DST)
UTC–4 (EDT)
1.00
infobox
Youngstown, Ohio
• Type
Mayor–council
1.00
infobox
Youngstown, Ohio
• Urban
320,901 (US: 127th)
1.00
infobox
Youngstown, Ohio
• Urban density
1,638/sq mi (632.3/km2)
1.00
infobox
Youngstown, Ohio
• Water
0.635 sq mi (1.645 km2) 1.84%
1.00
infobox
No triples extracted yet.
Related concept clusters Related term clusters
Related term clusters group terms that sit near one another in the extracted graph. They are useful for discovering adjacent language and context, but proximity does not by itself imply a factual relationship.
The concept neighborhoods around Youngstown, Ohio bring nearby vocabulary together. In this analysis, examples include United, State and District. Use the clusters to find adjacent concepts and terminology that may deserve separate research.
mill creek park
Creek
Mill
Park
Side
North
South
City's
University
Youngstown's
Downtown
State
States
Youngstown, Ohio
United
State
District
Youngstown
States
Center
Area
Steel
Creek
National
Within
Company
mahoning county, ohio
County
Mahoning
Valley
Center
Ohio
Youngstown
United
State
District
States
Became
Since
mahoning river
County
Valley
Center
Ohio
Youngstown
Became
Since
Area
Creek
Downtown
Steel
Within
mahoning valley
County
Valley
Center
Ohio
Youngstown
Became
Since
Youngstown's
Area
Creek
Downtown
Steel
ohio steel company
National
Company
Steel
Youngstown
United
State
Local
District
City's
States
Established
Center
geographic mahoning valley
County
Valley
Center
Ohio
Youngstown
Became
Since
Youngstown's
Area
Creek
Downtown
Steel
downtown youngstown
University
Youngstown
North
Youngstown's
State
Mill
New
City's
Mahoning
Within
South
Side
Connections between topic areas Semantic bridges
Semantic bridges connect parts of the graph that would otherwise be more separate. A bridge is a structural signal in this analysis, not a claim that the two topic areas are equivalent.
For Youngstown, Ohio, one of the stronger structural bridges in this analysis connects Youngstown, Ohio with History. Bridges highlight paths between different parts of the map and can reveal research angles that are easy to miss in a flat list.
Number of nodes, edges, triples, density and central hubs. Use it to gauge the size and connectivity of the map.
Youngstown, Ohio
Nodes392
Edges391
Triples54
Avg. degree1.99
Density0.005102
Components1
Source & methodology
TTTA analyzes the structure around Youngstown, Ohio to surface related topics, entities, relationships, concept neighborhoods and bridge connections. Use the map to explore areas such as History, Geography, Community & Culture, including less central topics that may reveal useful research gaps. Automatically extracted connections are research leads rather than rewritten encyclopedia content.
