# ![@ParclLabs Avatar](https://lunarcrush.com/gi/w:26/cr:twitter::1531683308228071424.png) @ParclLabs Parcl Labs

Parcl Labs posts on X about parcl, realtime, $open, housing market the most. They currently have [------] followers and [----] posts still getting attention that total [-----] engagements in the last [--] hours.

### Engagements: [-----] [#](/creator/twitter::1531683308228071424/interactions)
![Engagements Line Chart](https://lunarcrush.com/gi/w:600/cr:twitter::1531683308228071424/c:line/m:interactions.svg)

- [--] Week [------] -4.50%
- [--] Month [-------] -15%
- [--] Months [---------] +23%
- [--] Year [---------] +89%

### Mentions: [--] [#](/creator/twitter::1531683308228071424/posts_active)
![Mentions Line Chart](https://lunarcrush.com/gi/w:600/cr:twitter::1531683308228071424/c:line/m:posts_active.svg)

- [--] Month [--] -51%
- [--] Months [---] +1.30%
- [--] Year [-----] +31%

### Followers: [------] [#](/creator/twitter::1531683308228071424/followers)
![Followers Line Chart](https://lunarcrush.com/gi/w:600/cr:twitter::1531683308228071424/c:line/m:followers.svg)

- [--] Week [------] +0.07%
- [--] Month [------] +0.59%
- [--] Months [------] +15%
- [--] Year [------] +37%

### CreatorRank: [-------] [#](/creator/twitter::1531683308228071424/influencer_rank)
![CreatorRank Line Chart](https://lunarcrush.com/gi/w:600/cr:twitter::1531683308228071424/c:line/m:influencer_rank.svg)

### Social Influence

**Social category influence**
[cryptocurrencies](/list/cryptocurrencies)  #7441 [finance](/list/finance)  [countries](/list/countries)  [travel destinations](/list/travel-destinations)  [stocks](/list/stocks)  [technology brands](/list/technology-brands)  [financial services](/list/financial-services)  [exchanges](/list/exchanges)  [celebrities](/list/celebrities)  [nfl](/list/nfl) 

**Social topic influence**
[parcl](/topic/parcl) #2, [realtime](/topic/realtime) #1010, [$open](/topic/$open) #84, [housing market](/topic/housing-market) #503, [listings](/topic/listings) #105, [homes](/topic/homes), [btr](/topic/btr), [cuts](/topic/cuts), [listing](/topic/listing), [api](/topic/api)

**Top accounts mentioned or mentioned by**
[@parcl](/creator/undefined) [@opendoor](/creator/undefined) [@wsj](/creator/undefined) [@cnbc](/creator/undefined) [@apompliano](/creator/undefined) [@newslambert](/creator/undefined) [@ericjackson](/creator/undefined) [@residentialclub](/creator/undefined) [@jasonlewris](/creator/undefined) [@businessinsider](/creator/undefined) [@unusualwhales](/creator/undefined) [@newsweek](/creator/undefined) [@canadakaz](/creator/undefined) [@parclintern](/creator/undefined) [@opendoors](/creator/undefined) [@nytimes](/creator/undefined) [@polymarket](/creator/undefined) [@dianaolick](/creator/undefined) [@holagus](/creator/undefined) [@kobeissiletter](/creator/undefined)

**Top assets mentioned**
[Parcl (PRCL)](/topic/parcl) [Opendoor Technologies Inc Common Stock (OPEN)](/topic/$open) [Phoenixcoin (PXC)](/topic/phoenix) [Invitation Homes, Inc. (INVH)](/topic/$invh) [American Homes [--] Rent (AMH)](/topic/$amh) [April (APRIL)](/topic/april) [Bitcoin (BTC)](/topic/bitcoin) [Blackstone, Inc. (BX)](/topic/$bx)
### Top Social Posts
Top posts by engagements in the last [--] hours

"Data is beautiful 🌅 We are proud to introduce Parcl Labs the data & analytics effort of @Parcl Its mission is to create the global standard for residential real estate data 🏡🧮"  
[X Link](https://x.com/ParclLabs/status/1533145391704723456)  2022-06-04T17:55Z [----] followers, [--] engagements


"Existing residential real estate data is imperfect 🏚 We argue that the U.S. residential real estate benchmark - the Case-Shiller Index - is past its prime Case-Shiller which was developed in the 1980's simply doesn't capture enough market activity"  
[X Link](https://x.com/ParclLabs/status/1533145396960235520)  2022-06-04T17:55Z [----] followers, [--] engagements


"Take the NY Metro 🗽 for example Some very large and important neighborhoods are effectively untracked"  
[X Link](https://x.com/ParclLabs/status/1533145401813094400)  2022-06-04T17:55Z [----] followers, [--] engagements


"And some concerning trends have emerged in recent years particularly post COVID In the DC Metro we see that Case-Shiller has consistently tracked about 50% of activity"  
[X Link](https://x.com/ParclLabs/status/1533145406149996544)  2022-06-04T17:55Z [----] followers, [--] engagements


"In the Miami Metro 🏖 on the other hand tracking had improved from 40% in the 2000's to 50% in [----]. Then COVID happened"  
[X Link](https://x.com/ParclLabs/status/1533145410189017089)  2022-06-04T17:55Z [----] followers, [--] engagements


"Remote work is here to stay Wouldnt it be great if you could search neighborhoods based on your interests and preferences Even if it is just to the local coffee shop ☕ Parcl Labs is giving you the tools to discover the neighborhoods that align with your needs (1/4)"  
[X Link](https://x.com/ParclLabs/status/1536696543297687552)  2022-06-14T13:06Z [----] followers, [--] engagements


"Data sources such as Daylight allow us to identify how far away a home is from a beach front 🌊 a lake 🚤 and the closest park 🛹 By leveraging Snowflake weve built visuals like this to inform the remote work index 👇 (2/4)"  
[X Link](https://x.com/ParclLabs/status/1536696548939116545)  2022-06-14T13:06Z [----] followers, [--] engagements


""Identified Real Estate as of the end of May was over 25% less affordable than the start of the year" Keeping costs in mind you are able to prioritize your preferences based on all your needs to get your job done 🏡 (3/4)"  
[X Link](https://x.com/ParclLabs/status/1536696554198749184)  2022-06-14T13:06Z [----] followers, [--] engagements


"Atlanta iBuying activity has been hot with top iBuyers in the country currently holding $800000000 in home equity. They have held onto these properties for [---] days. Top iBuying nhoods include: Riverside Collier Heights Princeton Lakes #Atlanta #realestatemarket #ibuyer"  
[X Link](https://x.com/ParclLabs/status/1559581451359862786)  2022-08-16T16:42Z [----] followers, [--] engagements


"📈 Live Residential Real Estate Market Update 📉 Miami FL 0.26% last [--] days Brooklyn NY 1.97% last [--] days #SanFrancisco #Brooklyn #LosAngeles #Phoenix #Miami #Manhattan #RealEstate #realestatemarket #data"  
[X Link](https://x.com/ParclLabs/status/1562060443082002434)  2022-08-23T12:53Z [----] followers, [--] engagements


"📈 Housing Price Sentiment Update 📉 We continue to monitor the media sentiment on housing prices in the US and around the world. US media sentiment is down over 80% since the beginning of the month. Looking at China. #HousingCrisis #realestatemarket"  
[X Link](https://x.com/ParclLabs/status/1562105137002315778)  2022-08-23T15:51Z [----] followers, [--] engagements


"We see that US media sentiment is about to cross the negativity threshold for Chinese media sentiment on housing prices if the US trend continues to plummet. #HousingCrisis #China #realestatemarket"  
[X Link](https://x.com/ParclLabs/status/1562105140592742400)  2022-08-23T15:51Z [----] followers, [--] engagements


"Clicking down into US sentiment on a weekly basis the number of articles being written about housing prices are increasing while the negativity week to week continues to plunge. #HousingCrisis #realestatemarket"  
[X Link](https://x.com/ParclLabs/status/1562105143642001409)  2022-08-23T15:51Z [----] followers, [--] engagements


"📈 Live Residential Real Estate Market Update 📉 Miami FL 1.52% last [--] days Manhattan NY 2.62% last [--] days #SanFrancisco #Brooklyn #LosAngeles #Phoenix #Miami #Manhattan #RealEstate #realestatemarket #data"  
[X Link](https://x.com/ParclLabs/status/1562436667684048898)  2022-08-24T13:48Z [----] followers, [--] engagements


"1/ The countrys top iBuyers own over $140M+ of home equity in the #SanFrancisco #BayArea and hold on to these properties for an average of [---] days but how is this activity affecting the market A Thursday 🧵👇 #RealEstate (1/4)"  
[X Link](https://x.com/ParclLabs/status/1567988446689468416)  2022-09-08T21:29Z [----] followers, [--] engagements


"1/ Happy Saturday and welcome to a new series called ✨Saturday Spotlights✨ where we highlight a unique neighborhood every week Todays neighborhood is Gramercy Park in #Manhattan which is famous for its 2-acre private park one of only two private parks in #NYC #RealEstate"  
[X Link](https://x.com/ParclLabs/status/1568623317262766081)  2022-09-10T15:31Z [----] followers, [--] engagements


"📈 Live Residential Real Estate Market Update 📉 Miami FL 2.00% last [--] days Brooklyn NY 1.20% last [--] days #SanFrancisco #Brooklyn #LosAngeles #Phoenix #Miami #Manhattan #RealEstate #realestatemarket #data"  
[X Link](https://x.com/ParclLabs/status/1569480625098469377)  2022-09-13T00:18Z [----] followers, [--] engagements


"📈 Residential Real Estate Market Update 📉 Miami FL 4.71% last [--] days Brooklyn NY 9.11% last [--] days #SanFrancisco #Brooklyn #LosAngeles #Phoenix #Miami #Manhattan #realestatemarket"  
[X Link](https://x.com/ParclLabs/status/1575861631493369856)  2022-09-30T14:54Z [----] followers, [--] engagements


"1/ 🔦 Todays Saturday Spotlight looks at Washington Park in #Denver A neighborhood and park from which the neighborhood gets its name that is popular among bikers walkers and families due to the ample green space"  
[X Link](https://x.com/ParclLabs/status/1576241335396343808)  2022-10-01T16:03Z [----] followers, [--] engagements


"🏈@Buccaneers @Chiefs 🏈 As #TampaBay and #KansasCity prepare to face off on the field for #SNF take a look at how their real estate markets compare👇"  
[X Link](https://x.com/ParclLabs/status/1576728783888982019)  2022-10-03T00:20Z [----] followers, [--] engagements


"1/ We recently published our Q3 real estate market update based on live comprehensive Parcl Labs data Our analysis shows real estate prices have plummeted across almost every market. Newer homes were hit especially hard leaving developers exposed. Here are our findings 🧵👇"  
[X Link](https://x.com/ParclLabs/status/1576970818000539655)  2022-10-03T16:21Z [----] followers, [--] engagements


"Parcl Labs Weekly Market Update 👇 Volatile market conditions are having a profound impact on real estate prices since July. South East holding strong at 3% West Coast markets down 10% (2022 Peak to September updates)"  
[X Link](https://x.com/ParclLabs/status/1578500695245737984)  2022-10-07T21:41Z [----] followers, [--] engagements


"📈 Residential Real Estate Market Update 📉 San Francisco CA 7.13% last [--] days Phoenix AZ 0.85% last [--] days #SanFrancisco #Brooklyn #LosAngeles #Phoenix #Miami #Manhattan #realestatemarket"  
[X Link](https://x.com/ParclLabs/status/1584559019481387013)  2022-10-24T14:54Z [----] followers, [--] engagements


"Last week Parcl Labs predicted Case Shiller (CS) numbers for the first time. Today CS reported AUG data. Let's see how we did. 7/10 markets we were off by less than [--] basis points. Directionally consistent on 9/10 markets. https://x.com/ParclLabs/status/1583497751312367616s=20&t=K4slVFtBbbGVUUS-LM9pKQ Residential real estate is on the brink of its second largest decline in history However this story has yet to be told by the industry benchmark: the Case Shiller Index. We didn't feel like waiting. Are you ready to peer over the cliff 🧵 https://t.co/tHAjUNbN96"  
[X Link](https://x.com/ParclLabs/status/1584933860223045632)  2022-10-25T15:44Z [----] followers, [--] engagements


"1/ The Phoenix housing market was among the hottest in the country during the pandemic 📈 While prices have declined for [--] straight months the region still faces historically high prices an effect compounded by iBuyers and house flippers 🧵"  
[X Link](https://x.com/ParclLabs/status/1585640884032352258)  2022-10-27T14:33Z [----] followers, [--] engagements


"📈 Residential Real Estate Market Update 📉 San Francisco CA 6.34% last [--] days Miami FL 3.70% last [--] days #SanFrancisco #Brooklyn #LosAngeles #Phoenix #Miami #Manhattan #realestatemarket"  
[X Link](https://x.com/ParclLabs/status/1585976429833228288)  2022-10-28T12:47Z [----] followers, [--] engagements


"1/🔦 Today were spotlighting the Gaslamp Quarter in San Diego This historic neighborhood is known for its Victorian era architecture nightlife and numerous events and festivals held throughout the year"  
[X Link](https://x.com/ParclLabs/status/1586388370569166848)  2022-10-29T16:03Z [----] followers, [--] engagements


"4/💰Historically living in the Gaslamp Quarter has been significantly more expensive than SD as a whole maintaining a $100-$150 or 40-50% markup per square foot between [----] and 2018"  
[X Link](https://x.com/ParclLabs/status/1586388383823167490)  2022-10-29T16:03Z [----] followers, [--] engagements


"1/ 🏈@packers @BuffaloBills 🏈 #GreenBay and #Buffalo square off tonight but first let's take a look at how their real estate markets compare👇"  
[X Link](https://x.com/ParclLabs/status/1586876589593268225)  2022-10-31T00:23Z [----] followers, [--] engagements


"2/ Sentiment around housing prices in #GreenBay were relatively steady throughout Q3 finishing positive at [---] #Buffalo started the quarter lower and after peaking in August sentiment has declined coming in at [-----] 📉 Point for #GreenBay"  
[X Link](https://x.com/ParclLabs/status/1586876594341101568)  2022-10-31T00:23Z [----] followers, [--] engagements


"3/ While Packers fans may have more confidence in their housing market whos paying more to live in their teams home towns We pulled all sales from each city to find out 👀"  
[X Link](https://x.com/ParclLabs/status/1586876599357435904)  2022-10-31T00:23Z [----] followers, [--] engagements


"5/ Additionally this price for the Packers fans has appreciated almost 88% over the last [--] years vs. a 48% increase in price for the Bills fans over that same time period Great value for both 📈 but still a point for #GreenBay"  
[X Link](https://x.com/ParclLabs/status/1586876607486218242)  2022-10-31T00:24Z [----] followers, [--] engagements


"📈 Residential Real Estate Market Update 📉 San Francisco CA 5.63% last [--] days Miami FL 1.14% last [--] days #SanFrancisco #Brooklyn #LosAngeles #Phoenix #Miami #Manhattan #realestatemarket"  
[X Link](https://x.com/ParclLabs/status/1587071335326433281)  2022-10-31T13:17Z [----] followers, [--] engagements


"1/ Looking at percent of active inventory with price changes nearly 2/3 of inventory are having price changes in: Phoenix Portland Las Vegas Across all markets half of inventory is having price changes as of October"  
[X Link](https://x.com/ParclLabs/status/1588547991853760514)  2022-11-04T15:05Z [----] followers, [--] engagements


"3/ Notably in San Francisco newer homes (built [--] or less years ago) have had price reductions nearly double since August. Middle aged units (5-15 years) experienced price cuts of over 5% in October"  
[X Link](https://x.com/ParclLabs/status/1588547997888966656)  2022-11-04T15:05Z [----] followers, [--] engagements


"4/ Across markets condo price reductions are notably higher than single family residences. As of October: Single Family: -2.85% Condo: -3.2%"  
[X Link](https://x.com/ParclLabs/status/1588548000913141762)  2022-11-04T15:05Z [----] followers, [--] engagements


"4/💰Historically living in Downtown has been more expensive than Phoenix as a whole with a roughly $75 or 80% markup per square foot between [----] and 2018"  
[X Link](https://x.com/ParclLabs/status/1588924107403444224)  2022-11-05T16:00Z [----] followers, [--] engagements


"5/📈 Since [----] prices across Downtown have risen faster than they have in the rest of the city Today Downtown prices are $120 higher per square foot than Phoenix city prices"  
[X Link](https://x.com/ParclLabs/status/1588924111463583749)  2022-11-05T16:00Z [----] followers, [--] engagements


"Demographic information can feel impossible to wrangle for specific MSAs cities and even neighborhoods Luckily with the Parcl Labs API this information is accessible in three easy steps"  
[X Link](https://x.com/ParclLabs/status/1595157944701964288)  2022-11-22T20:51Z [----] followers, [--] engagements


"Across the CS-10 markets 8/10 markets will post declines some of which are the highest rates of MoM declines since 2008/2009 Washington DC leads the list of decliners down 2.3%"  
[X Link](https://x.com/ParclLabs/status/1595541445892575233)  2022-11-23T22:14Z [----] followers, [--] engagements


"📈 Residential Real Estate Market Update 📉 Miami FL 3.18% last [--] days Brooklyn NY 7.90% last [--] days #SanFrancisco #Brooklyn #LosAngeles #Phoenix #Miami #Manhattan #realestatemarket"  
[X Link](https://x.com/ParclLabs/status/1596148523648823296)  2022-11-25T14:27Z [----] followers, [--] engagements


"🧵/ This Saturday were spotlighting 🔦 the Lower Garden District in New Orleans Due to its proximity to downtown and the riverfront this neighborhood is packed with galleries boutique shops and hip hotels"  
[X Link](https://x.com/ParclLabs/status/1596533978080505856)  2022-11-26T15:58Z [----] followers, [--] engagements


"📈 Residential Real Estate Market Update 📉 Manhattan NY 0.45% last [--] days San Francisco CA 4.13% last [--] days #SanFrancisco #Brooklyn #LosAngeles #Phoenix #Miami #Manhattan #realestatemarket"  
[X Link](https://x.com/ParclLabs/status/1598747642968014848)  2022-12-02T18:35Z [----] followers, [--] engagements


"1/🔦 This weekend were spotlighting Capitol Hill in Seattle Located in the center of the city Capitol Hill is popular among tourists and locals alike due to its plethora of music venues food options and nightlife"  
[X Link](https://x.com/ParclLabs/status/1599451764293791745)  2022-12-04T17:13Z [----] followers, [--] engagements


"📈 Residential Real Estate Market Update 📉 Manhattan NY 0.49% last [--] days Phoenix AZ 3.87% last [--] days #SanFrancisco #Brooklyn #LosAngeles #Phoenix #Miami #Manhattan #realestatemarket"  
[X Link](https://x.com/ParclLabs/status/1600547744833187840)  2022-12-07T17:48Z [----] followers, [--] engagements


"🗺Sunday Map Day 📍 ☕ Starbucks Locations in Seattle The first Starbucks was opened in Seattle (Pike Place) in [----] Made with the Parcl Labs data warehouse"  
[X Link](https://x.com/ParclLabs/status/1607166519297085441)  2022-12-26T00:08Z [----] followers, [----] engagements


"The Case Shiller drops tomorrow morning with October numbers We predict Las Vegas DC and Denver will have the steepest declines in the CS-10 markets all down 2% MoM These markets are experiencing MoM price declines not witnessed since 2008/2010 👇"  
[X Link](https://x.com/ParclLabs/status/1607469774610595840)  2022-12-26T20:13Z [----] followers, [----] engagements


"October Case Shiller numbers released this morning - we predicted them last week This is how we did: 10/10 markets directionally consistent 4/10 markets within [--] basis points 7/10 markets within [--] basis points Denver and DC were our worst -1.08% and -1.39% respectively"  
[X Link](https://x.com/ParclLabs/status/1607766692536393728)  2022-12-27T15:53Z [----] followers, [----] engagements


"1/ Residential real estate prices are down across every market in the CS [--] in Q4 However the West Coast saw a more significant slowdown than the East Coast How are regular sellers and iBuyers responding Can the iBuyers even survive this market A Parcl Labs investigation 🧵"  
[X Link](https://x.com/ParclLabs/status/1610416769092538369)  2023-01-03T23:24Z [----] followers, [----] engagements


"2/ The most stable markets in Q4 were on the East Coast with Miami (-1.2% Qtr/Qtr price drop) leading the way Other stable markets include Charlotte (-1%) and DC (-2.1%) Las Vegas saw the steepest decline (-6.5% Qtr/Qtr drop) followed bySeattle (-5.2%) andPhoenix (-5.1%)"  
[X Link](https://x.com/ParclLabs/status/1610416771193880577)  2023-01-03T23:24Z [----] followers, [---] engagements


"3/ Sellers are responding to the market by lowering asking prices with roughly [--] in [--] doing so in Q3 and [--] in [--] in Q4"  
[X Link](https://x.com/ParclLabs/status/1610416772762435585)  2023-01-03T23:24Z [----] followers, [---] engagements


"4/ This is coupled with a record high (since 2015) delistings rate with almost 2% of homes being delisted in November"  
[X Link](https://x.com/ParclLabs/status/1610416774255624192)  2023-01-03T23:24Z [----] followers, [---] engagements


"5/ New York stands out as a negative outlier on the East Coast where Parcl Labs finds a more drastic decline in prices than the Case Shiller Index This is likely due to the inclusion of all property types in our analysis including condos which saw a -11% Qtr/Qtr decline in Q4"  
[X Link](https://x.com/ParclLabs/status/1610416776550187008)  2023-01-03T23:24Z [----] followers, [---] engagements


"📈 Residential Real Estate Market Update 📉 Miami FL 14.76% last [--] months Brooklyn NY 11.06% last [--] months #SanFrancisco #Brooklyn #LosAngeles #Phoenix #Miami #Manhattan #realestatemarket"  
[X Link](https://x.com/ParclLabs/status/1610632930509950976)  2023-01-04T13:43Z [----] followers, [----] engagements


"📈 Residential Real Estate Market Update 📉 Miami FL 1.25% last [--] hours San Francisco 0.81% last [--] hours #SanFrancisco #Brooklyn #LosAngeles #Phoenix #Miami #Manhattan #realestatemarket"  
[X Link](https://x.com/ParclLabs/status/1611375199944953856)  2023-01-06T14:52Z [----] followers, [----] engagements


"📢Parcl Labs Weekly Market Update 🔵 All major metros are down in Q4 🔵 # of listings substantially higher than # of buyers 🔵 New York 'new homes' down 33% quarter over quarter"  
[X Link](https://x.com/ParclLabs/status/1611457708925788172)  2023-01-06T20:20Z [----] followers, [----] engagements


"📈 Residential Real Estate Market Update 📉 Brooklyn NY 0.61% last [--] hours Miami FL 1.32% last [--] hours #SanFrancisco #Brooklyn #LosAngeles #Phoenix #Miami #Manhattan #realestatemarket"  
[X Link](https://x.com/ParclLabs/status/1612480077551529984)  2023-01-09T16:03Z [----] followers, [---] engagements


"While all three markets had a high % of all cash deals throughout [----] after the hurricane Cape Coral-Fort Myers had the highest percentage recorded in [----]. Naples returned to levels not seen since May"  
[X Link](https://x.com/ParclLabs/status/1613721722284277768)  2023-01-13T02:16Z [----] followers, [---] engagements


"📈 Residential Real Estate Market Update 📉 San Francisco CA 0.92% last [--] hours Miami FL 1.18% last [--] hours #SanFrancisco #Brooklyn #LosAngeles #Phoenix #Miami #Manhattan #realestatemarket"  
[X Link](https://x.com/ParclLabs/status/1613946583669964803)  2023-01-13T17:10Z [----] followers, 13.9K engagements


"📢 Parcl Labs Weekly Market Update Miami vs. Brooklyn: [--] Month Change 🔵 Miami 14% 🔵 Brooklyn 10.5%"  
[X Link](https://x.com/ParclLabs/status/1613984198389559296)  2023-01-13T19:39Z [----] followers, [----] engagements


"🔦 This Saturday we are spotlighting Old Fourth Ward a neighborhood located in Atlanta Old Fourth Ward is one of the oldest neighborhoods in the city known for several landmarks including being the birthplace of Dr. Martin Luther King Jr"  
[X Link](https://x.com/ParclLabs/status/1614313637312593922)  2023-01-14T17:28Z [----] followers, [----] engagements


"📍 The historic neighborhood is located in central Atlanta to the east of downtown It is popular among tourists home to landmarks such as Dr. Kings birth home Ebenezer Baptist Church the King Center and Ponce City Market"  
[X Link](https://x.com/ParclLabs/status/1614313642069004293)  2023-01-14T17:28Z [----] followers, [---] engagements


"🍽 Tourist and locals alike can also enjoy many restaurants bars coffee shops and parks located in the neighborhood Old Fourth Ward contains [--] restaurants [--] bars [--] coffee shops"  
[X Link](https://x.com/ParclLabs/status/1614313646909263872)  2023-01-14T17:29Z [----] followers, [---] engagements


"Old Fourth Ward has historically been more affordable than Atlanta however today they pay a premium Both have seen significant appreciation over the decade however OFW has increased at a faster rate becoming more expensive than Atlanta as a whole in [----] 📈📉"  
[X Link](https://x.com/ParclLabs/status/1614313650956681220)  2023-01-14T17:29Z [----] followers, [---] engagements


"📈 Residential Real Estate Market Update 📉 San Francisco CA 0.17% last [--] hours Phoenix AZ 0.46% last [--] hours #SanFrancisco #Brooklyn #LosAngeles #Phoenix #Miami #Manhattan #realestatemarket"  
[X Link](https://x.com/ParclLabs/status/1615751310867042305)  2023-01-18T16:41Z [----] followers, [----] engagements


"Below is a map of all units currently listed by major iBuyers in Phoenix We noticed some interesting behaviors 🧵"  
[X Link](https://x.com/ParclLabs/status/1615890466125365248)  2023-01-19T01:54Z [----] followers, 20.2K engagements


"With Parcl Labs API you can go from idea to actionable analysis in minutes. Check out this market insight dashboard completed by one of our API Pilot users"  
[X Link](https://x.com/ParclLabs/status/1616509607593283590)  2023-01-20T18:54Z [----] followers, [----] engagements


"📢 Parcl Labs Weekly Market Update 🔵 Brooklyn 4% last [--] days 🔵 San Francisco 3% last [--] days Let's take a closer look at Chicago over the past year specifically one neighborhood that is up 40%+ 📈"  
[X Link](https://x.com/ParclLabs/status/1616556511320506371)  2023-01-20T22:01Z [----] followers, [----] engagements


"👀 at what one of our API pilot program users built They created an app on top of our API to allow users to download daily real estate data as a formatted ready for analysis Excel file 📈📊📉"  
[X Link](https://x.com/ParclLabs/status/1616847102880923649)  2023-01-21T17:16Z [----] followers, [----] engagements


"👀 at what one of our API pilot program users built A real estate market summary and map Want to know: Population Age Household income Weather Area Along with daily real estate prices.look no further than this app"  
[X Link](https://x.com/ParclLabs/status/1617595279565549568)  2023-01-23T18:49Z [----] followers, [----] engagements


"📈 Residential Real Estate Market Update 📉 Manhattan NY 0.77% last [--] hours Miami FL 1.11% last [--] hours"  
[X Link](https://x.com/ParclLabs/status/1622619359574396929)  2023-02-06T15:32Z [----] followers, [----] engagements


"📈 Residential Real Estate Market Update 📉 Miami FL 0.54% last [--] hours Manhattan NY 1.20% last [--] hours"  
[X Link](https://x.com/ParclLabs/status/1623350568248020992)  2023-02-08T15:58Z [----] followers, [----] engagements


"📈 Residential Real Estate Market Update 📉 San Francisco CA 1.56% last [--] hours Brooklyn NY 0.29% last [--] hours"  
[X Link](https://x.com/ParclLabs/status/1624071162778238976)  2023-02-10T15:41Z [----] followers, [----] engagements


"📈 Residential Real Estate Market Update 📉 San Francisco CA 0.94% last [--] hours Brooklyn NY 0.17% last [--] hours"  
[X Link](https://x.com/ParclLabs/status/1625151660527095808)  2023-02-13T15:15Z [----] followers, [----] engagements


"Reviewing Jan [----] sales data these regions in correction territory aren't demonstrating substantial evidence to suggest home price declines are over"  
[X Link](https://x.com/ParclLabs/status/1625522545792262145)  2023-02-14T15:49Z [----] followers, [----] engagements


"The only region that has stitched together a couple positive months of stabilization in prices is East South Central"  
[X Link](https://x.com/ParclLabs/status/1625522546916433926)  2023-02-14T15:49Z [----] followers, [----] engagements


"YoY (Jan [--] to Jan 23) most regions aren't negative. However the regional divergence in housing couldn't be more evident. [----] will be about regions not the National market. Some markets will enter crash territory soon Others will carry on with strong upward momentum"  
[X Link](https://x.com/ParclLabs/status/1625522548015333377)  2023-02-14T15:49Z [----] followers, [----] engagements


"📈 Residential Real Estate Market Update 📉 San Francisco CA 0.76% last [--] hours Manhattan NY 0.05% last [--] hours"  
[X Link](https://x.com/ParclLabs/status/1625898458375913472)  2023-02-15T16:42Z [----] followers, [----] engagements


"Regional Divergence in Housing Market Correction Blog Now Live US housing markets continue to be divided with areas west of Texas seeing negative year-over-year prices. 🏠📉(1/5)"  
[X Link](https://x.com/ParclLabs/status/1629226878560006144)  2023-02-24T21:08Z [----] followers, 12.1K engagements


"The West Coast has been hit particularly hard with the Pacific region down almost 15% from its [----] highs. (2/5)"  
[X Link](https://x.com/ParclLabs/status/1629226880107794432)  2023-02-24T21:08Z [----] followers, [----] engagements


"Condos have been hit harder than single-family homes in most regions with the Middle Atlantic condo market down a whopping 20%. (3/5)"  
[X Link](https://x.com/ParclLabs/status/1629226881286299648)  2023-02-24T21:08Z [----] followers, [---] engagements


"Newer homes have held up better against the downward pressure but it depends on the age distribution of homes in each market. Brand new homes in younger markets like the Mountain region appear to be selling at a discount 🏡💰(4/5)"  
[X Link](https://x.com/ParclLabs/status/1629226882603311104)  2023-02-24T21:08Z [----] followers, [---] engagements


"👀 📈 📉 Coming soon 40+ new markets available in our Parcl Labs API pilot program Updating every day Get started TODAY https://www.parcllabs.com/api-solution https://www.parcllabs.com/api-solution"  
[X Link](https://x.com/ParclLabs/status/1630226618168877057)  2023-02-27T15:21Z [----] followers, [----] engagements


"🔮 Parcl Labs Predicts December Case Shiller Readings🔮 We expect 📉 Declines in [--] of [--] markets 📊 SF (+.5%) and BOS (0%) stablize 🔻🏔🏝 DEN (-2.9%) and MIA (-2.1%) worst performers Read the full report here https://www.parcllabs.com/articles/market-update-predicting-case-shiller-numbers-for-december https://www.parcllabs.com/articles/market-update-predicting-case-shiller-numbers-for-december"  
[X Link](https://x.com/ParclLabs/status/1630280579492061193)  2023-02-27T18:55Z [----] followers, [----] engagements


"And the Case Shiller Numbers are live for December. Here is how we did: ✅Directionally consistent 8/10 markets ✅Within [--] basis points for 4/10 markets ☑ Missed by 1-2.4% for 5/10 markets ✅Overall error: 1.01%"  
[X Link](https://x.com/ParclLabs/status/1630617063025786888)  2023-02-28T17:12Z [----] followers, [----] engagements


"GM ☀ Washington State Housing Market As of this morning top WA markets YoY Price per Square Foot % Change In the top spot Wenatchee up 7.67% At the bottom Bremerton down 12.45% All of these markets coming to our API next week Sign up now 👇 https://www.parcllabs.com/contact https://www.parcllabs.com/contact"  
[X Link](https://x.com/ParclLabs/status/1632460891458240512)  2023-03-05T19:19Z [----] followers, [----] engagements


"Coming to a Parcl Labs API near you. All major CO Metro housing markets will be available in our pilot API by the end of the week - updating daily You can get started now with over [--] markets 👇 https://docs.parcllabs.com/docs/quickstart https://docs.parcllabs.com/docs/quickstart"  
[X Link](https://x.com/ParclLabs/status/1632878820913999872)  2023-03-06T23:00Z [----] followers, [---] engagements


"🚨🚨 API Update 🚨🚨 As of this morning we have expanded API coverage to the following CO markets: Boulder Breckenridge CO Springs Denver Fort Collins Grand Junction Greeley Montrose Pueblo Steamboat Springs Available to you right now 👇 https://docs.parcllabs.com/docs/quickstart https://docs.parcllabs.com/docs/quickstart"  
[X Link](https://x.com/ParclLabs/status/1633111267673096205)  2023-03-07T14:24Z [----] followers, [----] engagements


"Thousands of Homeowners Left New York in [----] Where Did They Go We analyzed NY metro area home sales and found that NY homeowners moved to hundreds of US metros in [----] Our analysis estimates that 15k+ New York homeowners moved to the top [--] most common destinations"  
[X Link](https://x.com/ParclLabs/status/1633271723381469184)  2023-03-08T01:01Z [----] followers, [----] engagements


"The Southwest was the most common destination region while Chicago was the most common destination metro area The ten most popular metros for New Yorkers to move to were: Chicago Miami Philadelphia Los Angeles Detroit Phoenix Atlanta Riverside Washington DC and Tampa"  
[X Link](https://x.com/ParclLabs/status/1633272788919222272)  2023-03-08T01:05Z [----] followers, [---] engagements


"Why are people moving out of New York Our analysis found that people could be leaving for many reasons including unemployment/underemployment high cost of living age of home and home size"  
[X Link](https://x.com/ParclLabs/status/1633272973443448832)  2023-03-08T01:06Z [----] followers, [---] engagements


"3/ In Phoenix where home prices boomed over the pandemic prices began to decline mid-2022 following interest rate hikes Our research shows it takes about [--] weeks for interest rates to have an inverse effect on home prices"  
[X Link](https://x.com/ParclLabs/status/1642583177867689986)  2023-04-02T17:42Z [----] followers, 11.2K engagements


"2/🏡 Financials Endpoint Discover insights into how long + in what direction to expect interest rate changes to materialize into home price changes 🔗: https://docs.parcllabs.com/reference/get_v1-parcls-parcl-id-financials https://docs.parcllabs.com/reference/get_v1-parcls-parcl-id-financials"  
[X Link](https://x.com/ParclLabs/status/1642902664735518721)  2023-04-03T14:51Z [----] followers, [---] engagements


"Not investment advice. Over the last year in major metros: San Francisco: High Risk Negative Returns Tampa Miami Atlanta: Low Risk High Returns Cleveland: High Risk High Returns Step by step on using our API to make this chart 👇 https://docs.parcllabs.com/recipes/risk-vs-return-chart https://docs.parcllabs.com/recipes/risk-vs-return-chart"  
[X Link](https://x.com/ParclLabs/status/1645215517748199428)  2023-04-10T00:02Z [----] followers, [----] engagements


"Distribution of daily real estate market returns over the last year for: San Fran City Miami MSA Note how the distributions are oriented around [--] SF City has more volatility with a negative skew Miami MSA positive skew less volatility https://docs.parcllabs.com/docs/quickstart https://docs.parcllabs.com/docs/quickstart"  
[X Link](https://x.com/ParclLabs/status/1645453600330489856)  2023-04-10T15:48Z [----] followers, [----] engagements


"2/ Aside from being lagged the Case-Shiller leaves out HUGE market segments from its calculation entirely: new homes condos and townhomes are all excluded In Miami 63% of all sales are not recorded in the Case-Shiller"  
[X Link](https://x.com/ParclLabs/status/1645523135687524373)  2023-04-10T20:24Z [----] followers, [----] engagements


"2/ While attempts have been made to replicate the Case-Shiller methodology researchers have had to make their own assumptions on how to clean data This problem does not go away even when access to the same underlying data has been granted"  
[X Link](https://x.com/ParclLabs/status/1645898755126833153)  2023-04-11T21:16Z [----] followers, [---] engagements


"3/ Not being able to reproduce results is only part of the problem ⚠ The Case-Shiller is not based on price per square foot and is presented as an abstract number. This means we cant compare across other benchmarks and limits its utility for decision making ⚖"  
[X Link](https://x.com/ParclLabs/status/1645898757538729984)  2023-04-11T21:16Z [----] followers, [---] engagements


"Stop using lagged incomplete + obscure housing indicators to inform your real estate decisions The Parcl Labs Price Feed is the only DAILY housing price feed in the world available for any US market and 🔜 globally Read our whitepaper to learn more: https://www.parcllabs.com/articles/parcl-labs-price-feed-whitepaper https://www.parcllabs.com/articles/parcl-labs-price-feed-whitepaper"  
[X Link](https://x.com/ParclLabs/status/1646271382227935233)  2023-04-12T21:57Z [----] followers, [----] engagements


"1/ 📃Price Feed Whitepaper 📃 The Parcl Labs Price Feed (PLPF) tracks daily changes in residential real estate prices across various markets using a simple metric: price per square foot Our whitepaper is now available and here's the TLDR 🧵👇"  
[X Link](https://x.com/ParclLabs/status/1646499697408761860)  2023-04-13T13:04Z [----] followers, [----] engagements


"1/ The Parcl Labs Price Feed is the only real time indicator that tracks real estate prices across a wide variety of geographies. How do we turn raw data into a reliable time series 🧵"  
[X Link](https://x.com/ParclLabs/status/1646955962492768256)  2023-04-14T19:17Z [----] followers, [----] engagements


"4/ We are excited to introduce [--] new Parcl Price Feed markets These new markets cover a wide range of locations across various states in the U.S. providing users with even more options for accessing real estate data most relevant to them"  
[X Link](https://x.com/ParclLabs/status/1648033331056107520)  2023-04-17T18:38Z [----] followers, [---] engagements


"As of this morning San Francisco City housing prices are down 1.3% over the last week [--] weeks into the spring housing season and already seeing home price declines Typically not what you would expect during the hottest time to buy a home"  
[X Link](https://x.com/ParclLabs/status/1649534216734924802)  2023-04-21T22:02Z [----] followers, 10.3K engagements


"Housing is a function of supply and demand There have to be people to actually purchase homes San Francisco has had [--] consecutive years of net population declines Down 10% in total population since [----] Physically less people to purchase homes"  
[X Link](https://x.com/ParclLabs/status/1649534218441990146)  2023-04-21T22:02Z [----] followers, [----] engagements


"This would be ok if inventory wasn't up YoY by 5% There are more homes on market today than there were last year before rates sky rocketed In a market with fewer people to buy homes And one that is very sensitive to mortgage rate changes"  
[X Link](https://x.com/ParclLabs/status/1649534220153282560)  2023-04-21T22:02Z [----] followers, [----] engagements


"3/ Access yearly historical physical inventory for any available market since [----] 📸Take historical snapshots of markets 📆Track residential real estate growth over time 📊See what property types outpace others Here's a time series graph visualizing inventory growth rates"  
[X Link](https://x.com/ParclLabs/status/1653058891289350144)  2023-05-01T15:28Z [----] followers, [---] engagements


"4/ Access historical financial metrics for any given market Analyze market dynamics over time by leveraging monthly financial data dating back to 1/31/2021 Heres a time series graph visualizing housing volatility for key markets"  
[X Link](https://x.com/ParclLabs/status/1653058892597960705)  2023-05-01T15:28Z [----] followers, [---] engagements


"As of this morning these [--] housing markets are in the midst of their highest volatility in years Volatility presents opportunity for data minds Get your alpha 👇 https://signup.parcllabs.com/ https://signup.parcllabs.com/"  
[X Link](https://x.com/ParclLabs/status/1655254287964950532)  2023-05-07T16:52Z [----] followers, [----] engagements


"You dont have to wait two months for real estate data anymore We have said we predict the Case Shiller and now we have proved it Our price feeds correlation coefficient w/the Case Shiller is nearly perfect And we print a price for every market every day"  
[X Link](https://x.com/ParclLabs/status/1658201934661033991)  2023-05-15T20:05Z [----] followers, [----] engagements


"We took a look at the officially reported numbers for inventory since [----] reported by Zillow and Realtor across [--] big markets. What we found was disturbing Total discrepancy of [---] million units since [----] Average monthly difference across all [--] markets of [-----] units"  
[X Link](https://x.com/ParclLabs/status/1658227568133259264)  2023-05-15T21:47Z [----] followers, 12.6K engagements


"New York Miami and Chicago come out on top with an average difference between Realtor and Zillows reported inventory counts of over [----] units per month"  
[X Link](https://x.com/ParclLabs/status/1658227569668378624)  2023-05-15T21:47Z [----] followers, [---] engagements


"And there isnt one clear winner - took a look at the number of months each source had more inventory and it ranges wildly from one region to the next For example in Washington DC since [----] Realtor had more inventory 35/64 months while Zillow had more inventory 29/64 months"  
[X Link](https://x.com/ParclLabs/status/1658227570855276549)  2023-05-15T21:47Z [----] followers, [---] engagements


"1/ 🚨Parcl Labs API Product Updates 🚨 This release presents the first in a series of in-house developed metrics designed to analyze real estate supply + demand dynamics more effectively than traditional sources Check out the latest from Parcl Labs 🧵👇"  
[X Link](https://x.com/ParclLabs/status/1658490566118887425)  2023-05-16T15:12Z [----] followers, [----] engagements


"2/ Current Active Listings Endpoint Access the current active listings in your market based on the amount of unique properties listed on any major listings site in the past [--] days Get the breakdown of active listings such as NYC broken out by Brooklyn + Manhattan"  
[X Link](https://x.com/ParclLabs/status/1658490568102805544)  2023-05-16T15:12Z [----] followers, [---] engagements


"3/ Current + Historical Sales Endpoints Access the count of unique sales that occurred in your market over the past [--] days Derive deeper insights for listings over time including year-over-year sales insights in New York"  
[X Link](https://x.com/ParclLabs/status/1658490569637916677)  2023-05-16T15:12Z [----] followers, [---] engagements


"4/ Current Absorption Rate Endpoint Gain insights into supply and demand dynamics with accurate real-time absorption rates"  
[X Link](https://x.com/ParclLabs/status/1658490571978334211)  2023-05-16T15:12Z [----] followers, [---] engagements


"5/ Volatility Index Endpoint Analyze markets through a different lens by tracking the new Parcl Labs real estate volatility index over time for all markets available on the API including Chicago Phoenix and San Francisco"  
[X Link](https://x.com/ParclLabs/status/1658490573383417856)  2023-05-16T15:12Z [----] followers, [----] engagements


"New episode of data detectives: 🔎 [--] real estate bug at a time Case Study: Miami Metro New Listings Counts for March Zillow: [----] (68%) Redfin: [----] (23%) Parcl Labs: [-----] As of this AM [----] new listings for May on track for [-----] for month https://www.parcllabs.com/contact https://www.parcllabs.com/contact https://www.parcllabs.com/contact https://www.parcllabs.com/contact"  
[X Link](https://x.com/ParclLabs/status/1658540397272915989)  2023-05-16T18:30Z [----] followers, [----] engagements


"The windy city must have blown over some data because something isn't adding up. Case Study: Chicago Active Inventory Counts for April Realtor: [-----] (83%) Zillow: [-----] (71%) Redfin [-----] (March 57%) Parcl Labs: [-----] https://docs.parcllabs.com/docs/quickstart https://docs.parcllabs.com/docs/quickstart https://docs.parcllabs.com/docs/quickstart https://docs.parcllabs.com/docs/quickstart"  
[X Link](https://x.com/ParclLabs/status/1658862118278496259)  2023-05-17T15:48Z [----] followers, [----] engagements


"Day [--] of @BattleFinData Discovery Day ✅ Today we showcased how real-time housing market intelligence can empower faster smarter investment decisions Join us tomorrow to unlock the power of instant real estate insights 🚀"  
[X Link](https://x.com/ParclLabs/status/1658917768861986817)  2023-05-17T19:29Z [----] followers, [---] engagements


"❌ data ahead. Case Study: Chicago New Listings Counts (April) Zillow: [----] Realtor: [-----] Parcl Labs: April [-----] April is so antiquated it's May [--] - what happened this morning [----] so far in May - on track for [-----] (+189 MoM) https://docs.parcllabs.com/docs/quickstart https://docs.parcllabs.com/docs/quickstart https://docs.parcllabs.com/docs/quickstart https://docs.parcllabs.com/docs/quickstart"  
[X Link](https://x.com/ParclLabs/status/1659232097184120832)  2023-05-18T16:18Z [----] followers, [----] engagements


"Coming soon to a Parcl Labs API near you. [--] new hot Texas markets Austin Metro Dallas Metro Houston Metro San Antonio Metro Austin City Dallas City Houston City San Antonio City Get wired up now before these markets hit 👇 https://docs.parcllabs.com/docs/quickstart https://docs.parcllabs.com/docs/quickstart"  
[X Link](https://x.com/ParclLabs/status/1660364207219417088)  2023-05-21T19:17Z [----] followers, 11.4K engagements


"And for the city dynamics. Austin City Dallas City Houston City San Antonio City As with all markets we add this will include: Demographics Inventory Listings Sales Weather Financials https://docs.parcllabs.com/reference/get_v1-place-parcl-id-demographics https://docs.parcllabs.com/reference/get_v1-place-parcl-id-demographics"  
[X Link](https://x.com/ParclLabs/status/1660364208536428544)  2023-05-21T19:17Z [----] followers, [---] engagements


"Deep in the 🧪 we are building on @OpenAI to create a plugin for ChatGPT so it can get smarter w/real time real estate insights Let's see what happens w/a simple query - data from this 🌅: Listings Inventory Pricing Income Get started with our API 👇🏽 https://docs.parcllabs.com/docs/quickstart https://docs.parcllabs.com/docs/quickstart"  
[X Link](https://x.com/ParclLabs/status/1660439764670054400)  2023-05-22T00:17Z [----] followers, [----] engagements


"Want to write data driven content with the only real time real estate information on the planet to set yourself apart Coming soon to Parcl Labs - ChatGPT Plugin Stay up to date 👇 https://www.parcllabs.com/contact https://www.parcllabs.com/contact"  
[X Link](https://x.com/ParclLabs/status/1660716290812641280)  2023-05-22T18:36Z [----] followers, [----] engagements


"Seen a lot about April/May housing data.let's get up to speed 1st week of May vs. 1st week of June comparison of: Inventory Counts 65% (582 metros) markets up MoM on market inventory counts"  
[X Link](https://x.com/ParclLabs/status/1667293708620800000)  2023-06-09T22:12Z [----] followers, [----] engagements


"1st week of May vs. 1st week of June comparison of: Asking Price Change 28% (246 metros) with declines in asking prices"  
[X Link](https://x.com/ParclLabs/status/1667293710034386944)  2023-06-09T22:12Z [----] followers, [----] engagements


"When comparing the first [--] days of June vs. the first [--] days of May. ✅ 62.27% of housing markets 🔼 MoM inventory ✅ 1/3 of housing markets 🔽 MoM asking prices ✅ [----] million units listed nationwide in June thus far"  
[X Link](https://x.com/ParclLabs/status/1667972473281732610)  2023-06-11T19:10Z [----] followers, [----] engagements


"Nationwide active listings as of 6/12/2023. Current Median Asking Price: $409675 Current Median Price per Square Foot: $212 Red = More Expensive Asking Price"  
[X Link](https://x.com/ParclLabs/status/1668317720931123203)  2023-06-12T18:01Z [----] followers, [---] engagements


"1/ 🚨Parcl Labs API Product Updates 🚨 In addition to expanding our coverage to Boise we revamped the demographics category and streamlined historical data retrieval Check out the latest from Parcl Labs 🧵👇"  
[X Link](https://x.com/ParclLabs/status/1668331873167351811)  2023-06-12T18:58Z [----] followers, [----] engagements


"We took a look at YTD change in list prices for top metros in the US & Paris and found something interesting. Paris is the only market that is negative YTD Bottom [--] Markets: Paris: 🔽0.23% Las Vegas: 🔼1.38% Tampa: 🔼1.84% Why do you think this is"  
[X Link](https://x.com/ParclLabs/status/1668407880834334722)  2023-06-13T00:00Z [----] followers, [----] engagements


"We track investors very closely they play an important role in today's housing market. As of this morning: ✅ Investors account for 15.3% of all active listings in June nationwide In case you were wondering where they have listings 👇"  
[X Link](https://x.com/ParclLabs/status/1668774531983638529)  2023-06-14T00:17Z [----] followers, [----] engagements


"As of this morning this is now up to 34.3% of markets with MoM declines in asking price as of the 14th of the month 1st week of May vs. 1st week of June comparison of: Asking Price Change 28% (246 metros) with declines in asking prices https://t.co/mfv4h4YHnZ 1st week of May vs. 1st week of June comparison of: Asking Price Change 28% (246 metros) with declines in asking prices https://t.co/mfv4h4YHnZ"  
[X Link](https://x.com/ParclLabs/status/1669033232392757275)  2023-06-14T17:25Z [----] followers, 16.7K engagements


"We took a look at what percent of list price changes are price reductions and found something interesting. [--] markets are currently hovering around half of price changes being reductions: Las Vegas Phoenix Charlotte Very few negative price changes in Boston and New York"  
[X Link](https://x.com/ParclLabs/status/1669390433133133828)  2023-06-15T17:04Z [----] followers, 10.2K engagements


"Coming soon to our API - richer history US Price Feed. Until then we took a look at how top housing markets performed against the country since 2010: Las Vegas Phoenix Miami and Detroit doubled US price performance up over 200% compared to 108% Minneapolis New York Chicago Cleveland and Washington DC have all underperformed the US housing market as a whole Get early access to our API 👇 https://docs.parcllabs.com/docs/quickstart https://docs.parcllabs.com/docs/quickstart"  
[X Link](https://x.com/ParclLabs/status/1670866134965289000)  2023-06-19T18:48Z [----] followers, [----] engagements


"22 days into June and 35.63% of housing markets have negative MoM asking prices 63.47% of markets have more inventory available today than this time last month You deserve real time housing insights - get it 👇 https://docs.parcllabs.com/docs/quickstart https://docs.parcllabs.com/docs/quickstart As of this morning this is now up to 34.3% of markets with MoM declines in asking price as of the 14th of the month https://t.co/z3hMXtPUjX https://docs.parcllabs.com/docs/quickstart https://docs.parcllabs.com/docs/quickstart As of this morning this is now up to 34.3% of markets with MoM declines in"  
[X Link](https://x.com/ParclLabs/status/1672030813330759680)  2023-06-22T23:56Z [----] followers, 38.3K engagements


"Investors might have a different take on the golden ticket area of Florida. Many hot markets down over 50% YoY in investor purchases Have home prices gone too far such that they now sit on the sidelines don't tell anyone but this is your golden ticket over the next [--] years https://t.co/cEfy5OejVy don't tell anyone but this is your golden ticket over the next [--] years https://t.co/cEfy5OejVy"  
[X Link](https://x.com/ParclLabs/status/1672352738737258498)  2023-06-23T21:15Z [----] followers, [----] engagements


"🧵1/5 The need for real-time residential real estate data is paramount. Yet the S&P/Case-Shiller Home Price Indices the primary benchmarks for US metros will only update with April numbers on June 27th"  
[X Link](https://x.com/ParclLabs/status/1673399560360566784)  2023-06-26T18:35Z [----] followers, [----] engagements


"🔎2/5 Our April Case Shiller Predictions: 📈 Chicago: +2.2% 📈 Los Angeles: +2.0% 📈 Boston: +1.8% 📈 Washington DC: +1.8% 📈 Miami: +1.4% 📈 San Diego: +1.0% 🔒 Denver: +0.3% (stable) 🔒 New York: +0.6% (stable) 🔒 San Francisco: +0.6% (stable) 📉 Las Vegas: -0.6%"  
[X Link](https://x.com/ParclLabs/status/1673399561874710566)  2023-06-26T18:35Z [----] followers, [--] engagements


"🕐3/5 The Case Shiller index with its lag is only now catching up to the Spring housing market surge that our real-time Parcl Labs Price Feed has been reporting for months. As of June [--] our feed shows increases across all markets ranging from [---] to [---] percent"  
[X Link](https://x.com/ParclLabs/status/1673399563955085326)  2023-06-26T18:35Z [----] followers, [---] engagements


"Housing heated up this Spring - so have our Case Shiller predictions How did we do for April numbers released this AM ✅Directionally consistent in 9/10 markets ✅4/10 markets within [--] basis points ✅7/10 markets within 1% ✅Overall error 0.83% (-20 basis points MoM)"  
[X Link](https://x.com/ParclLabs/status/1673712595767795712)  2023-06-27T15:19Z [----] followers, [----] engagements


"With [--] days left in June (data as of this morning). ✅70.69% of housing markets w/positive MoM inventory growth ✅35.07% of markets w/negative MoM asking prices [--] days into June and 35.63% of housing markets have negative MoM asking prices 63.47% of markets have more inventory available today than this time last month You deserve real time housing insights - get it 👇 https://t.co/0u9I54L2Vn https://t.co/EKQsYLcCuo [--] days into June and 35.63% of housing markets have negative MoM asking prices 63.47% of markets have more inventory available today than this time last month You deserve real time"  
[X Link](https://x.com/ParclLabs/status/1674092187166953472)  2023-06-28T16:27Z [----] followers, [----] engagements


"Found something interesting when looking at this mornings numbers for the US. It appears that prices may have hit a ceiling with a DoD decline the first of this magnitude since February [--]. Do you think housing prices will break through last summers ATH set July [--] 2022"  
[X Link](https://x.com/ParclLabs/status/1674432636465577985)  2023-06-29T15:00Z [----] followers, [----] engagements


"13 days into July here is what's happening in real time in the housing market. ✅41.85% of markets w/negative MoM asking price change ✅49.44% of markets w/positive MoM inventory growth"  
[X Link](https://x.com/ParclLabs/status/1679538505406464000)  2023-07-13T17:09Z [----] followers, 15.2K engagements


"Compared to June we are seeing more markets with negative MoM asking price changes with 41.85% as of this morning. On June [--] this was 35.07% However inventory growth has slowed Where do you think this takes home prices for July"  
[X Link](https://x.com/ParclLabs/status/1679538507239284752)  2023-07-13T17:09Z [----] followers, [---] engagements


"ICYMI - A lot has been 🧑🍳 in the data🧪 ✅ National US Price Feed ✅ Real Time Listing Activity ✅ International Expansion ✅ New Construction Price Feed A 🧵"  
[X Link](https://x.com/ParclLabs/status/1681723798452678658)  2023-07-19T17:52Z [----] followers, [----] engagements


"We recently launched our US price feed: ✅ Updates daily ✅ Covers non disclosure states ✅ Comprehensive of the entire US housing market"  
[X Link](https://x.com/ParclLabs/status/1681723800449105929)  2023-07-19T17:52Z [----] followers, [---] engagements


"We have been tracking real time listings for a while ✅ Full daily national coverage ✅ Within month changes ✅ Most accurate coverage on the market ✅ 1000+ input sources"  
[X Link](https://x.com/ParclLabs/status/1681723801992609796)  2023-07-19T17:52Z [----] followers, [---] engagements


"Our mission is to index every property on the planet. ✅ Paris and Ile de France daily price feeds 🔜 UK Germany and Australia"  
[X Link](https://x.com/ParclLabs/status/1681723803838160896)  2023-07-19T17:52Z [----] followers, [---] engagements


"Fine tuned price feeds for more specific segments of the housing market. 🔜 New construction daily price feed"  
[X Link](https://x.com/ParclLabs/status/1681723805444521992)  2023-07-19T17:52Z [----] followers, [---] engagements


"🧵1/5 The need for real-time residential real estate data is paramount. Yet the S&P/Case-Shiller Home Price Indices the primary benchmarks for US metros will only update with May numbers on July 25th"  
[X Link](https://x.com/ParclLabs/status/1683526089228861446)  2023-07-24T17:14Z [----] followers, [----] engagements


"📚2/5 Our prediction of Mays market results in the Case-Shiller index: 📈San Diego: 1.6% 📈Denver: 1.4% 📈Washington D.C.: 1.3% 📈San Francisco: 1.1% 📈New York: 1% 📈Las Vegas: 1% 📈Miami: 1% 🔒Chicago: 0.5% 📉Los Angeles: -1.4% 📉Boston: -0.8%"  
[X Link](https://x.com/ParclLabs/status/1683526091279876107)  2023-07-24T17:14Z [----] followers, [--] engagements


"🕐3/5 The Case-Shiller index with its lag is still catching the Spring housing market surge that our real-time Parcl Labs Price Feed has been reporting for months. However as of July [--] our feeds show many markets starting to cool off and go negative"  
[X Link](https://x.com/ParclLabs/status/1683526093066649611)  2023-07-24T17:14Z [----] followers, [---] engagements


"And the Case Shiller numbers have launched for May Let's see how we did: ✅ Directionally consistent in 8/10 markets ✅ W/in 1% in 7/10 markets 📸 W/in [--] basis points in 3/10 markets ✅Overall error 0.9% (+ [--] basis points MoM)"  
[X Link](https://x.com/ParclLabs/status/1683860389275090944)  2023-07-25T15:22Z [----] followers, [----] engagements


"With [--] days left in July let's take a look at real time national listings coverage. As of this morning: 👀 45.92% of markets w/negative MoM asking prices 🔼 43.05% of markets w/positive MoM inventory growth How do you think July numbers will look"  
[X Link](https://x.com/ParclLabs/status/1684189530688040960)  2023-07-26T13:10Z [----] followers, [----] engagements


"Our mission is to index every property on the planet. We 👀 you Real time UK housing data coming soon"  
[X Link](https://x.com/ParclLabs/status/1691493511252652039)  2023-08-15T16:54Z [----] followers, [----] engagements


"As of this morning top market home price growth (US Price Feed in red) YTD Performance: Chicago 🔼 13.7% Boston 🔼 13.4% San Diego 🔼 13% New York 🔼 12.6% USA 🔼 11.7% Denver 🔼 11.1% San Francisco 🔼 10.6% DC 🔼 9.1% LA 🔼 8.3% Las Vegas 🔼 6.7% Miami 🔼 6.7%"  
[X Link](https://x.com/ParclLabs/status/1694422524681933205)  2023-08-23T18:53Z [----] followers, [----] engagements


"16% of major metros that we create daily pricing for are outperforming the US benchmark YTD. These include: Milwaukee Pittsburgh San Jose Akron Cleveland Chicago Boston Memphis Columbia San Diego New York Detroit Philadelphia Compare this to markets that were considered pandemic winners (price appreciation over 50% between 1/20 and 7/22) and only Memphis and San Diego remain as outperforming the US housing market YTD in [----]. You can get daily housing pricing dynamics directly from our API 👇 https://docs.parcllabs.com/docs/quickstart https://docs.parcllabs.com/docs/quickstart"  
[X Link](https://x.com/ParclLabs/status/1694518077134639504)  2023-08-24T01:12Z [----] followers, [----] engagements


"As of this morning there are [--] metro markets in the top [--] housing markets across the country that are outperforming the US benchmark. These include: ✅Cleveland ✅Chicago ✅Boston ✅Detroit ✅San Diego ✅New York ✅Denver"  
[X Link](https://x.com/ParclLabs/status/1695137133621559395)  2023-08-25T18:12Z [----] followers, 13.8K engagements


"13 metro areas are below 10% YTD performance with Phoenix and Dallas rounding out the bottom below 4% price appreciation through the summer housing season. The US benchmark has remained flat for the last week. Where do you think the housing market heads from here"  
[X Link](https://x.com/ParclLabs/status/1695137135316091083)  2023-08-25T18:12Z [----] followers, [---] engagements


"Curious what the most expensive rental markets are this month for single family homes So were we.we integrated real time rental data with listing and sales to provide a complete picture of the housing market. Let's dive into the top and bottom markets in August A 🧵"  
[X Link](https://x.com/ParclLabs/status/1695512578233975233)  2023-08-26T19:04Z [----] followers, [----] engagements


"🧵1/6 The need for real-time residential real estate data is paramount. Yet the S&P/Case-Shiller Home Price Indices the primary benchmarks for US metros will only update with June numbers on August 29th"  
[X Link](https://x.com/ParclLabs/status/1696306761529970893)  2023-08-28T23:40Z [----] followers, [----] engagements


"📚2/6 Our prediction of Junes market results for the Case-Shiller indices: 📈Miami: 2.2% 📈San Francisco: 1.9% 📈Chicago: 1.8% 📈Denver: 1.5% 📈Washington DC: 1.4% 📈San Diego: 0.7% 📈Boston: 0.6% 🔒New York: 0.4% 🔒Las Vegas: 0.3% 🔒Los Angeles: 0.2%"  
[X Link](https://x.com/ParclLabs/status/1696306763362951650)  2023-08-28T23:40Z [----] followers, [--] engagements


"🕐 3/6 The Case Shiller index with its lag is only now catching up to the Spring housing market surge that our real-time Parcl Labs Price Feed has been reporting for months. However as of August [--] our feed shows several markets starting to cool off and go negative"  
[X Link](https://x.com/ParclLabs/status/1696306765296476209)  2023-08-28T23:40Z [----] followers, [---] engagements


"🏠4/6 We recently released our US Price Feed the new benchmark for tracking the US housing market in real time. 🎯 Correlation Coefficient since [----] vs. Case-Shiller U.S. National Home Price Index: [-----] 📈 Since May (last CS update) US housing market up 5.9% as of today"  
[X Link](https://x.com/ParclLabs/status/1696306767284904145)  2023-08-28T23:40Z [----] followers, [---] engagements


"And the Case Shiller numbers have finally launched for June on August [--]. Let's see how we did: ✅Directionally consistent in 10/10 markets ✅W/in 1% in 8/10 markets ✅Overall error 0.76% (down [--] basis points MoM) 📚2/6 Our prediction of Junes market results for the Case-Shiller indices: 📈Miami: 2.2% 📈San Francisco: 1.9% 📈Chicago: 1.8% 📈Denver: 1.5% 📈Washington DC: 1.4% 📈San Diego: 0.7% 📈Boston: 0.6% 🔒New York: 0.4% 🔒Las Vegas: 0.3% 🔒Los Angeles: 0.2% https://t.co/UBSOiuJ4mi 📚2/6 Our prediction of Junes market results for the Case-Shiller indices: 📈Miami: 2.2% 📈San Francisco: 1.9%"  
[X Link](https://x.com/ParclLabs/status/1696531554221379944)  2023-08-29T14:33Z [----] followers, 20.8K engagements


"Summer has been hot but some Florida SFH rental markets are cooling off July vs. August rental asking prices: 🥶 Cooling Off ❄ Deltona-Daytona Beach -6.2% Jacksonville -4.5% Orlando -3.4% 🔥 Heating Up 🔥 Homosassa Springs +21.9% Tallahassee +14.7% Naples +10.6%"  
[X Link](https://x.com/ParclLabs/status/1697696134796378236)  2023-09-01T19:41Z [----] followers, 10.4K engagements


"We got to wondering what percent of home sales are listed before sale. Some reasons they may not be listed: ✅Sold to institutions in bulk deal ✅Sold direct to next buyer via agent network In July we estimate 74% of home sales were publicly listed nationally. A 🧵"  
[X Link](https://x.com/ParclLabs/status/1699479878418989271)  2023-09-06T17:49Z [----] followers, [----] engagements


"For metros with at least [----] home sales between May to July [----] the ones with the highest percentage of units publicly listed before sale include: 📈Boise City ID 90.5% 📈Killeen-Temple TX 88.57% 📈Wichita KS 88.31% 📈San Diego CA 87.56% 📈Urban Honolulu HI 86.73%"  
[X Link](https://x.com/ParclLabs/status/1699479880021184951)  2023-09-06T17:49Z [----] followers, [---] engagements


"For metros with at least [----] home sales between May to July [----] the ones with the lowest percentage of units publicly listed before sale include: 📉New York NY-NJ-PA 53.11% 📉Mobile AL 56.68% 📉Youngstown OH-PA 57.89% 📉Macon-Bibb GA 57.98% 📉Pittsburgh PA 59.14%"  
[X Link](https://x.com/ParclLabs/status/1699479881074024947)  2023-09-06T17:49Z [----] followers, [----] engagements


"As of this morning the rental market in the United Kingdom. Current median rental asking prices for newly listed units in September: ✅ Condo's -- 1595/m ✅ Single Family Homes -- 1750/m ✅ Townhomes -- 1250/m London price feed coming soon"  
[X Link](https://x.com/ParclLabs/status/1701318951941083194)  2023-09-11T19:37Z [----] followers, [----] engagements


"Interested in using real time integrated rental listing and sales information in the US and UK housing markets Contact us 👇"  
[X Link](https://x.com/ParclLabs/status/1701318953966952747)  2023-09-11T19:37Z [----] followers, [---] engagements


"The [--] metros that underperformed against the US benchmark since [----] include: Cleveland +101% Minneapolis +82% New York +79% Chicago +73% Washington DC +68% The nations capital has had the worst home price appreciation since [----] of all major markets"  
[X Link](https://x.com/ParclLabs/status/1701611617480499438)  2023-09-12T14:59Z [----] followers, [--] engagements


"The top performing markets since [----] all of which outperformed the US benchmark: ✅Las Vegas +234% ✅Phoenix +208% ✅Miami +204% ✅Tampa +200% ✅Detroit +193% ✅San Diego +189% ✅Atlanta +189% ✅Dallas +186% ✅San Fran +180% ✅Charlotte +157% ✅LA +149% ✅Seattle +149%"  
[X Link](https://x.com/ParclLabs/status/1701611618910785659)  2023-09-12T14:59Z [----] followers, [---] engagements


"The housing market can change on a dime. Tap into real time daily housing data for every major market across the country 👇"  
[X Link](https://x.com/ParclLabs/status/1701611620412407813)  2023-09-12T14:59Z [----] followers, [---] engagements


"Why do leading analytics institutions trust our data for SFR research ✅ Covers the full SFR property lifecycle - from acquisition to rent to sale ✅ Delivers insights 30-60+ days faster ✅ 20%+ better coverage in most major markets ✅ Indexs properties globally"  
[X Link](https://x.com/ParclLabs/status/1702394134646993192)  2023-09-14T18:49Z [----] followers, [---] engagements


"Proud to be able to support next generation insights into the housing market. Great read and amazing work"  
[X Link](https://x.com/ParclLabs/status/1702414740046094794)  2023-09-14T20:11Z [----] followers, [----] engagements


"Investor purchases and sales play a big role in housing markets. So why not compare it directly as a ratio We thought so too. In August for every home sold by an investor in Denver nearly [--] were acquired. In San Francisco every investor purchase had [--] sales. The 🔽 [--] markets are all in CA. Does CA have some 🐻's"  
[X Link](https://x.com/ParclLabs/status/1702490149978804630)  2023-09-15T01:10Z [----] followers, [----] engagements


"Based on real time rental and listing data for single family homes we created an estimate of gross yield by market. High rent prices and lower cost of inventory acquisition is the sweet spot 🧁🍰🥮 Let's take a look"  
[X Link](https://x.com/ParclLabs/status/1704661039990673851)  2023-09-21T00:57Z [----] followers, [----] engagements


"Ever wonder what % of single family homes are owned by operators who currently own [--] or more units So did we. Nationally about 1/20 SFH's (4%) are owned by these operators. However this can go as high as [--] in [--] homes in some markets. Let's dive in"  
[X Link](https://x.com/ParclLabs/status/1704962171652764052)  2023-09-21T20:53Z [----] followers, 165.3K engagements


"Of markets with at least 1m population here are the ones with the highest percentage of 10+ unit owners: Memphis TN -- 11% Oklahoma City OK -- 8.6% Atlanta GA -- 8% Las Vegas NV -- 7.9% Jacksonville FL -- 7.5% Charlotte NC -- 7.5%"  
[X Link](https://x.com/ParclLabs/status/1704962173322043616)  2023-09-21T20:53Z [----] followers, [--] engagements


"@mark_woodworth Our white paper which outlines our methodology for creating daily pricing information for the housing market has a section on our data collection process. We are able to segment ownership by any size (including 2-9) to construct market based insights"  
[X Link](https://x.com/ParclLabs/status/1705024012835823895)  2023-09-22T00:59Z [----] followers, [---] engagements


"Great question Let's find out. Austin: 3.02% Dallas: 5.38% Houston: 4.61% Here's what it looks like at the unit level in ATX. @ParclLabs What were the percentages for Austin Dallas Houston See a lot of red tint on that Texas map. @ParclLabs What were the percentages for Austin Dallas Houston See a lot of red tint on that Texas map"  
[X Link](https://x.com/ParclLabs/status/1705214691474051241)  2023-09-22T13:37Z [----] followers, 15.5K engagements


"We are excited about our work with @CNBC and @DianaOlick to bring real time insights into the housing market. "New company Parcl Labs uses thousands of metrics to bring you prices daily" Every morning at 7:40am 🌞"  
[X Link](https://x.com/ParclLabs/status/1705323585907183970)  2023-09-22T20:50Z [----] followers, [--] engagements


"At 7:40 am this morning we printed today's home prices for markets across the country.let's have a look Top [--] YTD Performers: Denver 🔼 20% New York 🔼 15% Cleveland: 🔼 15% Bottom [--] YTD Performers: Dallas 🔼 3.3% Phoenix 🔼 4% Portland 🔼 5% Ile-de-France 1.8%"  
[X Link](https://x.com/ParclLabs/status/1705644722490839154)  2023-09-23T18:06Z [----] followers, [--] engagements


"🧵1/7 The need for real-time residential real estate data is paramount. Yet the S&P/Case-Shiller Home Price Indices the primary benchmarks for US metros will only update with July numbers on September 26th. We find that to be unacceptable"  
[X Link](https://x.com/ParclLabs/status/1705952699844641030)  2023-09-24T14:29Z [----] followers, 14.3K engagements


"📚2/7 Our prediction of Julys market results for the Case-Shiller indices: 📈Miami: 1.6% 📈Las Vegas: 1.4% 📈Chicago: 1.2% 📈Washington DC: 1.1% 📈San Diego: 1% 🔒Los Angeles: 0.9% 🔒Boston: 0.7% 🔒New York: 0.6% 🔒Denver: 0.4% 📉San Francisco: -0.3%"  
[X Link](https://x.com/ParclLabs/status/1705952710594638138)  2023-09-24T14:29Z [----] followers, [--] engagements


"🕐 3/7 The Case Shiller Index is [--] months behind we took a look at our real time price feeds to see whats happened over the last [--] months. [--] markets are trending negative as of 9/22: 📉San Francisco -3.79% 📉Boston -1.4% 📉DC -1.2% 📉Chicago -0.8%"  
[X Link](https://x.com/ParclLabs/status/1705952716596646161)  2023-09-24T14:29Z [----] followers, [---] engagements


"🏠4/7 We recently released our US Price Feed the new benchmark for tracking the US housing market in real time. 🎯 Correlation Coefficient since [----] vs. Case-Shiller U.S. National Home Price Index: [-----] 📈 Since June (last CS update) US housing market up 2.7% as of today"  
[X Link](https://x.com/ParclLabs/status/1705952722107920524)  2023-09-24T14:29Z [----] followers, [---] engagements


"🌕 5/7 You deserve to get a real time read on the housing market. A daily US benchmark allows for an anchor in the housing market to compare metro performance to: ✅Who is outpacing the US housing market ✅Who is underperforming the US housing market Updated daily: 7:40am"  
[X Link](https://x.com/ParclLabs/status/1705952728542056604)  2023-09-24T14:30Z [----] followers, [---] engagements


"🚀6/7 In a fast-paced market relying on Case-Shillers 2+ month lag can be costly. Stay ahead with real-time real estate prices for 150+ markets through Parcl Labs API. Register for a free account today👇🏽"  
[X Link](https://x.com/ParclLabs/status/1705952734707613981)  2023-09-24T14:30Z [----] followers, [---] engagements


"📕7/7 You can read our full analysis of the Case Shiller predictions 👇🏽"  
[X Link](https://x.com/ParclLabs/status/1705952740617371947)  2023-09-24T14:30Z [----] followers, [---] engagements


"Ever wonder what % of newly listed SFH's are owned by operators who currently own 10+ units So did we. Nationally Sept MTD (11%) of newly listed SFHs are owned by operators w/10+ units This can go as high as [--] in [--] newly listed homes in some markets Let's dive in. Ever wonder what % of single family homes are owned by operators who currently own [--] or more units So did we. Nationally about 1/20 SFH's (4%) are owned by these operators. However this can go as high as [--] in [--] homes in some markets. Let's dive in. https://t.co/SAeIIC2TqC Ever wonder what % of single family homes are owned by"  
[X Link](https://x.com/ParclLabs/status/1706001644633432100)  2023-09-24T17:44Z [----] followers, 29K engagements


"Recall this is the share of all SFHs these operators own in these markets: Las Vegas 7.9% St. Louis 5.2% Oklahoma City: 8.6% Dallas: 5.4% Atlanta: 8%"  
[X Link](https://x.com/ParclLabs/status/1706001665487454478)  2023-09-24T17:44Z [----] followers, [---] engagements


"For the last [--] months over [--] in [--] Single Family Homes nationwide coming onto the listing market is owned by operators with [--] or more units in their inventory"  
[X Link](https://x.com/ParclLabs/status/1706001674471723287)  2023-09-24T17:44Z [----] followers, [---] engagements


"These larger operators are pricing their units below everyone else by nearly 12% MTD in September"  
[X Link](https://x.com/ParclLabs/status/1706001684265353546)  2023-09-24T17:44Z [----] followers, [---] engagements


"As with any Parcl Labs Price Feed the magic is in the data. For UK data we: ✅Consume from many different sources of listings and sales information ✅Accurately index at the unit level ✅Use advanced data science techniques to clean anomalous records"  
[X Link](https://x.com/ParclLabs/status/1706313543270666640)  2023-09-25T14:23Z [----] followers, [--] engagements


"The existing state of the art in the UK is the UK House Price Index. Its lagged by [---] months. We didnt find that acceptable. So we built a daily price feed and ran the tests: [----] correlation coefficient against the monthly reported index values"  
[X Link](https://x.com/ParclLabs/status/1706313547137839329)  2023-09-25T14:23Z [----] followers, [--] engagements


"Ever wonder how concentrated the portfolios are of the largest SFH operators in the country So did we. [--] markets account for 50% of inventory for operators w/at least [----] single family homes in their portfolio Over [--] in [--] of their units falls into one market - Atlanta"  
[X Link](https://x.com/ParclLabs/status/1707719679945605535)  2023-09-29T11:31Z [----] followers, 13.6K engagements


"Ever wonder what percent of newly listed single family homes for sale are being listed by operators that have [--] to [---] units in their portfolio So did we. Nationally the rate was 10.5% in September up from 9% in June [--] in [--] new listings in some markets. Lets dive in"  
[X Link](https://x.com/ParclLabs/status/1709937289890288072)  2023-10-05T14:23Z [----] followers, 20.3K engagements

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