A dimensionality reduction technique particularly well suited for visualizing data. (For references, see https://lvdmaaten.github.io/tsne)

The parameters that were used for running t-SNE here are: 50 initial dimensions, perplexity of 30, and theta of 0.5. For datasets with <= 5000 samples, the standard t-SNE algorithm is used. For larger datasets, the Barnes-Hut algorithm is employed.

A dimensionality reduction technique in which the two principal components are chosen to have the largest possible variance.

To analyze relationships between perturbations, we utilize the framework of connectivity. A connectivity score between two perturbations quantifies the similarity of the cellular responses evoked by these perturbations. A score of 1 means that these two perturbations are more similar to each other than 100% of other perturbation pairs. A score of -1 means that these two perturbations are more dissimilar to each other than 100% of other perturbation pairs.

See a heatmap of connections between individual perturbagens in cell lines and all other perturbagens used for the P100 assay or the GCP assay. The tutorial describes the features of the heatmap.

Bring data, in GCT format, from your own P100 or GCP studies to query against our datasets.

Introspect means querying your dataset against itself. Make sure to "Include Introspect" if you would like to see connections within your dataset (in addition to connections between your dataset and Touchstone-P).

In computing connectivity, biological or technical replicates can be aggregated together. Please select which metadata fields should be used to recognize replicates. For example, if you wish to distinguish between different doses of the same compound, make sure to select "pert_dose" (or something similar) as one of the metadata fields by which to group replicates. The possible metadata fields by which to group replicates only appear after you have upload your GCT and selected "Yes" for "Are there replicates in your data?".


Matched mode: When running GUTC, incorporates cell-line information to match query data against matching cell types in Touchstone. Currently this includes the following 9 cell types : [A375, A549, HEPG2, HCC515, HA1E, HT29, MCF7, PC3, VCAP].
Unmatched mode (recommended): When running GUTC, does not incorporate cell-line information when querying the data against Touchstone signatures.


L-Build ("Light" Build):  All levels of L1000 data up to aggregated signatures.
Full Build:  All levels of L1000 data up to aggregated signatures, as well as all relevant additional analyses of the data (Introspect, t-SNE, PCA, etc.).

When querying Touchstone, Feature Space determines what set of genes to query against. When perturbagens are profiled on the L1000 platform, Landmark is recommended. When the queries you wish to use are not landmarks, use BING instead.

Root location within a brew folder that contains the instance matrices and the brew_group folder. Default is brew/pc

List of expected treatment doses in micromolar as a listmaker list. If provided, dose discretization is applied to the pert_dose metadata field to generate a canonicalized pert_idose field. Note this assumes that the pert_dose annotations are in micromolar.

Generates TAS plots and connectivity heatmap of preliminary callibration plates to identify the most suitable experimental conditions of specified parameters. Tool should be run on small pilot experiments, with a variety of experimental parameters such as seeding density and time point. Plots can also be decoupled by parameters such as cell id.

Column filter to sig_build_tool as a listmaker collection

The name of the build used when generating all associated files and folders (e.g. <BUILD_CODE>_metadata). For this reason, the code must be filename compatible.

When merging replicates for L1000, several versions of the merged data are made. This parameter determines which version to use when creating your build. by_rna_well is the default. by_rna_well is recommended.

All data is from the Cancer Cell Line Encyclopedia resource. Expression data was released 15-Aug-2017, copy number data is dated 27-May-2014, and mutational data is dated 15-Aug-2017.


Feature Mapping: Ensembl Ids from the source data were mapped to Entrez Gene Ids using gene annotations from NCBI (downloaded on 02-Mar-2016).
Normalization:  RNAseq RPKM values were log2 transformed using log2(max(RPKM, eps)). The data were then normalized such that the expression values were comparable across cell lines, by minimizing technical variation and equalizing their distributions (for details of the normalization, see LISS and QNORM entries in the Connectopedia glossary). Post-normalization, the expression values range between 4 and 15 log2 units, with 4 indicating that a gene is minimally or not expressed and 15 indicating the maximum readout.
Z-scores: The number of standard deviations that a gene is above or below the population mean is called its z-score. The "robust" z-score is resistant to outliers by using median instead of mean and median absolute deviation (MAD) instead of standard deviation. The reference population used to compute the median and MAD for a particular gene is all CCLE lines with data for that gene.
Z-scores Within Primary Site: Similar to z-scores, but the reference population used to compute the median and MAD is all CCLE lines from the same lineage with data for that gene.

All scores indicated are in log 2 ratios to reference, binned using the heuristics described in CNVkit.

Deletion:  score < -1.1
Loss:  -1.1 ≤ score ≤ -0.25
No change:  -0.25 < score < +0.2
Gain: +0.2 ≤ score < +0.7
Amplification: +0.7 ≤ score

Access a suite of analysis apps by clicking on the menu (or type command-K to open)

Switch between running a single query and running a batch query.

Give each query a descriptive name that will help you identify your results.

Tip: Each list can have a different number of genes; in fact, you can run a query with only one list (up OR down).

Your query will take about 5 minutes to process; check the History section in the Menu for your results!

Valid genes used in the query have HUGO symbols or Entrez IDs and are well-inferred or directly measured by L1000 (member of the BING gene set). Valid genes not used in a query are those that have a valid HUGO or Entrez identifier but are not part of the BING set. Invalid genes do not have HUGO or Entrez IDs.

Give each query a descriptive name that will help you identify your results.

Your query will take about 5 minutes to process; check the History section in the Menu for your results!

The sig_fastgutc_tool is a reimplementation of our query algorithm that enables faster query results, especially at larger batch sizes. It is the result of crowd-sourced contest. It is currently in beta mode.

Filter datasets by category to see only those of interest.

Data Icons identify published and proprietary datasets.

Click on a row to see a summary of that dataset, including cell lines and treatment conditions, assay type, and dates.

Arrange the table to display the information most important for your work, and add key datasets to favorites.

View details about the collection as a whole and about individual compounds.

View subsets of compounds based on mechanism, drug target, or known disease application.

Purity is assessed by ultra-performance liquid chromatography-mass spectrometry (UPLC-MS) of compounds after receipt from the vendor.

Status as of publication of this resource (March 2017). We will be updating this but let us know if you notice a discrepancy.

Click on a compound to see details about its structure, mechanism, targets, approval status, and vendor.

Mouse over this graphic to see the classes of proteins targeted by drugs in the hub.

This is the current count of perturbagens in the reference (touchstone) dataset.

Select data from perturbagens grouped by their MoA or role in the cell.

Choose a perturbagen type, or view them all.

Touchstone is our reference dataset, made from well-annotated perturbagens profiled in a core set of 9 cell lines.

Detailed List is unavailable for Touchstone v1.1.1.1. A new data visualization approach is in development, but to get results in a table format (similar to Detailed View), please click on Heat Map and download the dataset as a GCT file that can be viewed in Excel or similar apps. Please see here for a detailed explanation.

Articles are tagged with topics. Click on a topic tag to see all related articles.

Look it up! A quick reference guide of CMap terms and their meanings.

Email us with your questions.

Click on the heading to read all the articles in this section on a single page, or open each article separately.

Click on a heading to open a menu of articles.

Each article is tagged with key words that describe its content.

Underlined words link to their definition in the CMap glossary.

Your feedback helps us make Connectopedia more useful.

Average transcriptional impact

TAS is a metric that incorporates the signature strength (the number of significantly differentially expressed transcripts) and signature concordance (the reproducibility of those changes across biological replicates) to capture activity of a compound. The score is computed as the geometric mean of the signature strength and the 75th quantile of pairwise replicate correlations for a given signature. Prior to computing the geometric mean, the signature strength is multiplied by the square root of the number of replicates. This serves to mitigate score shrinkage with increasing replicate number and allows TAS values derived from signatures of different numbers of replicates to be compared with each other.

Signature diversity

Thick black bars signify Transcriptional Activity Scores greater than or equal to 0.5; thinner black bars denote scores less than 0.5. Absence of a bar means no data available. Colored lines (chords) signify similar connectivity scores between cell lines; red for positive connectivity scores of 80-100 (pale to intense color according to the score); blue for negative connectivity. Chords are only shown when TAS scores are > 0.5; thus absence of a chord either means that the perturbagen TAS score is very low, or that no data is available. Chords for individual cell lines can be isolated from the rest of the figure by hovering over the cell line name.

Baseline expression of this gene in each cell line is represented as a z-score (top numbers). Scores were calculated using robust z-score formula:

z-scorei = ( xi - median( X ) )/( MAD( X ) * 1.4826 ),

where:

xi is expression value of a given gene in i-th cell line

X = [ x1, x2 ... xn ] is a vector of expression values for a given gene across n cell lines

MAD( X ) is a median absolute deviation of X

1.4826 is a constant to rescale the score as if the standard deviation of X instead of MAD was used

Median and MAD expression values were calculated using RNA-Seq profiles from a total of 1022 cell lines, comprising data from the Cancer Cell Line Encyclopedia (CCLE; Barretina, et al.) and cell lines nominated by the CMap team. Plots show z-score values only for the core LINCS lines used by CMap in L1000 experiments. Light red or light blue regions indicate positive or negative outlier expression, respectively, of the gene relative to the other lines shown; z-score of a positive outlier in the corresponding cell line is in dark red and a negative outlier is in dark blue.

Summary class connectivity shows a boxplot that summarizes the connectivity of a class. Each data point, shown as a light gray dot, represents the median value of connectivity of one member to the other class members. (This corresponds to the median for each row, excluding the main diagonal, in the heatmap shown below.) The box is the distribution of those data points, where the box boundary represents the interquartile range, the vertical line within the box is the median, and the whiskers reflect the minimum and maximum values of the data (exclusive of extreme outliers, which may appear beyond the whiskers).

Connectivity between members of class is a standard heat map of the connectivity scores, summarized across cell lines, between members of the class, where dark red represents the highest positive scores and deep blue the highest negative scores. Individual scores are revealed to the left below the map by hovering over each cell of the map.

Class inter-cell line connectivity is a plot of the median (black line) and Q25-Q75 connectivity scores (blue area around black line) for each cell line as well as the summary scores across cell lines. In some cases perturbations have not been tested in every cell line; the absence of data is indicated by a “0” for that cell line. The example shown reveals that these estrogen agonists show the strongest connectivity to each other in MCF7, a human breast cancer cell line that expresses the estrogen receptor.

Profile status

Colored portion of top bar indicates the Broad assays in which this compound has been profiled.

L1000 cell/dose coverage

For compounds profiled by L1000, cell lines and dose range for which signatures are available are indicated by dark gray bars (lighter gray bar indicates no data is available for that cell line/dose combination). A bar displayed one row above the 10 uM row indicates that doses higher than 10uM were tested. The 6 rows correspond to 6 canonical doses: 20 nM, 100 nM, 500 nM, 1 uM, 2.5 uM, and 10 uM. (In some cases non-canonical doses were tested; these are rounded to the nearest canonical dose for the purpose of this display. For example, if the dose tested was 3.33uM, the 2.5uM bar is shown in dark gray here.)

Ladies Vs — Ricky Bahl 1080p Dual Audio Movies Top

Searching for Ladies vs Ricky Bahl in high-definition formats like 1080p usually points to official streaming services or retail platforms that offer the best quality and reliable audio options. Official Streaming & Digital Purchase

To watch the film in 1080p (standard high-definition) with high-quality audio, the following platforms are the top official sources:

Netflix: Currently offers the movie for streaming. The Standard and Premium plans provide 1080p quality.

Apple TV Store: Available for digital purchase or rental in HD.

Google Play Movies: Provides digital copies of the film for your library.

Prime Video: While rights can vary by region, it has historically hosted the title. Physical Media

For collectors looking for the highest bit-rate audio and video, the Ladies vs Ricky Bahl Bollywood DVD/Blu-ray is available through retailers like Amazon. These versions typically include English subtitles and original Hindi audio. Film Details at a Glance

Ladies vs Ricky Bahl (2011) is a Hindi-language crime comedy available for official streaming in 1080p (Full HD) on Netflix and Amazon Prime Video. While the film is primarily in Hindi, English subtitles are standard on these platforms. Movie Overview

The film follows three women who have been swindled by a smooth-talking con artist, Ricky Bahl. They team up with a street-smart saleswoman, Ishika, to orchestrate an elaborate revenge plan in Goa. Release Date: December 9, 2011. Director: Maneesh Sharma.

Cast: Ranveer Singh, Anushka Sharma, Parineeti Chopra (Debut), Dipannita Sharma, and Aditi Sharma. Run Time: Approx. 140 minutes. Streaming & Download Options

You can access the movie legally through the following providers:

Ladies vs Ricky Bahl (2011) is a slick, energetic "rom-con" that thrives on the charisma of its leads even when the script begins to loop. Directed by Maneesh Sharma, it reunites the hit pair from Band Baaja Baaraat

, delivering a stylish revenge story about three conned women teaming up to out-scam a master swindler. Review: A Breezy, Stylish Time-Pass

The film excels as an effortless, "time-pass" entertainer with high production value and catchy music. While it doesn't quite capture the "earthy" magic of its predecessor, it offers a fun, modern take on the con genre.

The first half is a fast-paced highlight, showing Ricky (Ranveer Singh) operating in different avatars—from a Delhi gym trainer to a shy Lucknow merchant—to swindle different women. The Performances: Ranveer Singh

is a scene-stealer, effortlessly gliding through multiple personas with natural ease. Parineeti Chopra

steals the show in her debut as the boisterous Dimple Chaddha, earning her a Filmfare Award for Best Female Debut. Anushka Sharma

brings a sharp, street-smart energy as the professional con-artist hired for revenge. The Music & Style:

Features upbeat tracks like "Aadat Se Majboor" and "Thug Le," choreographed by Vaibhavi Merchant. The Goa-set second half provides a vibrant, "glossy magazine" aesthetic. The Trade-Offs Predictable Plot:

If you are a seasoned moviegoer, you may find the "bad-boy-taming" tropes and romantic resolution predictable. Pacing Issues:

Critics often note that the second half loses momentum as the clever con-game shifts into a more generic romantic comedy. Summary Details Ladies vs. Ricky Bahl (2011)

The Epic Battle: Ladies vs Ricky Bahl 1080p Dual Audio Movies Top ladies vs ricky bahl 1080p dual audio movies top

In the world of Indian cinema, there have been numerous movies that have captured the hearts of audiences with their engaging storylines, memorable characters, and outstanding performances. One such movie that has gained significant attention in recent years is "Ladies vs Ricky Bahl," a 2011 Indian romantic comedy film directed by Sanjay Chhel. Starring Ranbir Kapoor and Priyanka Chopra in the lead roles, the movie has become a favorite among Bollywood fans. In this article, we will discuss the movie's plot, its success, and why it remains a popular choice among audiences, particularly in terms of 1080p dual audio movies.

The Plot

"Ladies vs Ricky Bahl" revolves around the life of Ricky Bahl (played by Ranbir Kapoor), a wealthy and charming young man who has a string of girlfriends. However, his life takes a dramatic turn when three women - Shivani (Priyanka Chopra), Ishita, and Naina - join forces to take him down for cheating them. As the story unfolds, Ricky Bahl finds himself in a series of hilarious and unexpected situations.

The movie's plot is a perfect blend of comedy, romance, and drama, making it an entertaining watch for audiences. The chemistry between Ranbir Kapoor and Priyanka Chopra is undeniable, and their performances are impressive.

The Success

"Ladies vs Ricky Bahl" was a commercial success, grossing over ₹85 crore at the box office. The movie received mixed reviews from critics, but audiences loved it for its light-hearted and humorous take on relationships and love.

The movie's success can be attributed to its well-crafted storyline, excellent performances, and catchy dialogues. The film's music, composed by Ram Shankar, was also well-received, with songs like "Morni" and "Teri Ore" becoming chartbusters.

Why 1080p Dual Audio Movies are Popular

In recent years, the demand for high-quality movies with dual audio tracks has increased significantly. 1080p dual audio movies offer an immersive viewing experience, with crisp and clear visuals and excellent sound quality.

The popularity of 1080p dual audio movies can be attributed to the advancements in technology and the increasing availability of high-quality content. With the rise of streaming platforms and online movie platforms, audiences can now access a vast library of movies with ease.

Why Ladies vs Ricky Bahl 1080p Dual Audio Movies are in Demand

"Ladies vs Ricky Bahl" is one of the most popular movies among Bollywood fans, and the demand for its 1080p dual audio version is high. The movie's engaging storyline, memorable characters, and outstanding performances make it a must-watch for audiences.

The 1080p dual audio version of the movie offers an enhanced viewing experience, with clear visuals and excellent sound quality. Fans of the movie can now enjoy it in high definition, with the option to choose between different audio languages.

Top Platforms to Watch Ladies vs Ricky Bahl 1080p Dual Audio Movies

There are several platforms where audiences can watch "Ladies vs Ricky Bahl" in 1080p dual audio. Some of the top platforms include:

Conclusion

"Ladies vs Ricky Bahl" is a popular Bollywood movie that has captured the hearts of audiences with its engaging storyline, memorable characters, and outstanding performances. The demand for its 1080p dual audio version is high, and audiences can now enjoy the movie in high definition with excellent sound quality.

The movie's success can be attributed to its well-crafted storyline, excellent performances, and catchy dialogues. With the rise of streaming platforms and online movie platforms, audiences can now access a vast library of movies, including "Ladies vs Ricky Bahl" in 1080p dual audio.

Whether you're a fan of Bollywood movies or just looking for a light-hearted romantic comedy, "Ladies vs Ricky Bahl" is a must-watch. So, grab some popcorn, sit back, and enjoy the movie in 1080p dual audio!

It looks like you're trying to find a specific movie download—possibly Ladies vs Ricky Bahl in 1080p with dual audio.

However, I can’t provide direct download links or help with piracy. You can watch Ladies vs Ricky Bahl legally on streaming platforms like Disney+ Hotstar, YouTube (rent/buy), or Apple TV/iTunes (often with original Hindi audio and optional subtitles, though dual audio may be limited to official regional releases). Searching for Ladies vs Ricky Bahl in high-definition

For a high-quality viewing experience of Ladies vs Ricky Bahl (2011)

, you can find the movie on official streaming platforms that offer 1080p resolution and various audio options. Where to Watch Online

You can legally stream the movie in high definition on the following platforms: : Available for streaming in 1080p HD with official Netflix plans Apple TV Store

: Options to rent or buy the film as a high-quality digital download are available through the Apple TV Store Yash Raj Films (Official)

: As a production of Yash Raj Films, it is occasionally available on their official partner platforms or YouTube channel (regional availability may vary). About the Movie

: A charismatic conman named Ricky Bahl (Ranveer Singh) swindles three different women—a brash Delhi girl, a Mumbai corporate executive, and a Lucknow widow. The three victims team up to hire a street-smart girl, Ishika (Anushka Sharma), to con him back.

: Stars Ranveer Singh and Anushka Sharma, with a notable debut by Parineeti Chopra. Key Highlights : Crime Comedy / Romance. : Parineeti Chopra won the Filmfare Award for Best Female Debut for her performance. : Features energetic tracks by Salim-Sulaiman. Audio & Quality Notes

While the movie is primarily a Hindi-language film, official releases on platforms like Netflix often include subtitles in multiple languages and sometimes dubbed audio tracks depending on your region. For the best 1080p experience, ensure your internet connection supports high-speed streaming or choose the "Download in High Quality" option on store platforms. similar to this one?

Ladies vs Ricky Bahl (2011) is a Hindi-language romantic crime comedy directed by Maneesh Sharma and produced by Yash Raj Films. It features Ranveer Singh as a smooth-talking con artist and Anushka Sharma as a street-smart woman hired to outmaneuver him. Plot & Key Details

The Premise: Ricky Bahl (Ranveer Singh) cons women across India using various aliases—such as Sunny, Deven, and Iqbal.

The Revenge: Three of his victims—Dimple (Parineeti Chopra), Raina (Dipannita Sharma), and Saira (Aditi Sharma)—team up to get their money back.

The Trap: They hire Ishika Desai (Anushka Sharma), a clever salesgirl, to pose as a wealthy heiress in Goa and lure Ricky into a trap.

Inspiration: The screenplay is loosely inspired by the 2006 American film John Tucker Must Die. Viewing Options & Quality

For viewers seeking the best technical quality, the movie is widely available in High Definition (1080p).

In the world of high-definition Bollywood cinema, few "rom-cons" (romantic-con movies) have captured the stylish, high-energy essence of modern India like Ladies vs Ricky Bahl. Released in 2011, this Yash Raj Films production remains a popular search for fans seeking high-quality visuals, particularly in 1080p resolution, to experience its vibrant cinematography and foot-tapping music. The Plot: A Game of Hearts and Heists

The story follows Ricky Bahl (Ranveer Singh), a smooth-talking and charismatic con artist who makes a living by deceiving women. Operating under various aliases like Sunny Singh in Delhi and Deven Shah in Mumbai, he charms his way into the lives of his targets before disappearing with their money.

His luck changes when three of his victims—Dimple Chaddha (Parineeti Chopra), Raina Parulekar (Dipannita Sharma), and Saira Rashid (Aditi Sharma)—discover they were conned by the same man. Seeking revenge, they hire a street-smart salesgirl, Ishika Desai (Anushka Sharma), to con the conman himself in the sunny locales of Goa. Why "Ladies vs Ricky Bahl" Tops the 1080p List

For viewers looking for the best cinematic experience, the 1080p format is essential for several reasons:

Visual Spectacle: Director Maneesh Sharma captures the distinct aesthetics of Delhi, Lucknow, Mumbai, and Goa with precision. The high resolution highlights the meticulous production design and colorful costumes, especially those worn by Anushka Sharma.

Star Power: This film marked the highly anticipated reunion of the Band Baaja Baaraat duo, Ranveer Singh and Anushka Sharma. Seeing their chemistry in full HD brings out the nuances of their performances.

The Debut of Parineeti Chopra: The film is widely remembered for introducing Parineeti Chopra, who won the Filmfare Award for Best Female Debut for her role as the bubbly Dimple. Performance and Reception Amazon Prime Video : Amazon Prime Video offers

If you're looking for a stylish Bollywood "rom-con" to add to your watchlist, Ladies vs. Ricky Bahl

(2011) is a lighthearted pick that reunites the hit duo from Band Baaja Baaraat. The film follows a group of three women—Dimple, Raina, and Saira—who have all been swindled by a smooth-talking con artist, Ricky Bahl (Ranveer Singh). They team up and hire the street-smart Ishika (Anushka Sharma) to play him at his own game in Goa. Where to Watch in High Quality

For the best viewing experience, you can find the movie in 1080p HD on several major platforms: ‎Ladies vs Ricky Bahl - Apple TV

The victims of a smooth-talking grifter team up against the man who done them wrong. ‎Apple TV Ladies vs Ricky Bahl - ‎Apple TV

Ladies vs Ricky Bahl: Why This 1080p Dual Audio Gem Remains a Top Watch

In the vast ocean of Bollywood romantic comedies, few films manage to balance slick deception with heartfelt redemption as effortlessly as Ladies vs Ricky Bahl. Released in 2011, this Yash Raj Films production has aged like fine wine. Today, search queries for "ladies vs ricky bahl 1080p dual audio movies top" are surging. But why is there such a specific demand for a 1080p dual audio version of this movie? And what makes it a "top" pick for movie enthusiasts?

Let’s break down the appeal, the technical specs, and where the hype is coming from.

Key features to look for in a top-quality release

B. Format: Dual Audio

Availability and Acquisition

The search term "movies top" suggests a look for high-ranking or most-downloaded sources. However, it is important to distinguish between legal streaming and unauthorized downloads.

Recommended viewing setups

  1. Use an HDTV or 4K TV that can upscale 1080p.
  2. Connect via HDMI from a Blu-ray player, streaming device, or PC for best signal.
  3. Pair with a soundbar or home theater for clearer dialogues and music.
  4. Enable the preferred audio track in player settings; switch subtitle language if needed.

A. Official Streaming Platforms (Legal)

The film is produced by Yash Raj Films and is widely available on legitimate OTT (Over-The-Top) platforms. As of the current date, availability includes:

Disclaimer

Searches for "1080p dual audio movies" often lead to torrent sites or unauthorized file-hosting platforms. Downloading or distributing copyrighted movies without proper authorization is a violation of copyright laws in many jurisdictions. This report provides information on the movie and the technical terms used but does not endorse or provide links to illegal sources.

Ladies vs Ricky Bahl (2011) is a Hindi-language crime rom-com that follows three women who have been swindled by a charming con artist . To get their money back, they hire a street-smart woman to pull a "con on a con" . Movie Details Release Date: December 9, 2011 . Genre: Romantic Comedy, Crime .

Cast: Stars Ranveer Singh (Ricky Bahl), Anushka Sharma (Ishika Desai), and Parineeti Chopra (Dimple Chaddha) .

Plot: Ricky Bahl assumes multiple identities across different cities—Sunny Singh in Delhi, Deven Shah in Mumbai, and Iqbal Khan in Lucknow—to cheat women of their money . His victims team up in Goa to exact revenge using Ishika as their bait . Where to Watch & Download

For high-quality viewing, official platforms offer the movie in 1080p with various subtitle and audio options:

Netflix: Available for streaming and offline downloading in HD . Prime Video: Listed as available on Amazon Prime Video . Apple TV: Available to rent or buy in HD .

The Ultimate Con-Game: A Deep Dive into Ladies vs Ricky Bahl

If you are looking for a sleek, stylish "rom-con" that balances humor with heart, Ladies vs Ricky Bahl

is a standout choice from the early 2010s Bollywood era. Directed by Maneesh Sharma and produced by Yash Raj Films, the movie reunites the high-energy duo of Ranveer Singh and Anushka Sharma following their massive success in Band Baaja Baaraat. Movie Overview

Plot: The story follows a smooth-talking con artist, Ricky Bahl (Ranveer Singh), who swindles various women across India. After being duped, three of his victims—Dimple, Raina, and Saira—team up to hire a street-smart girl, Ishika (Anushka Sharma), to out-con the conman himself in Goa.

Starring: Ranveer Singh, Anushka Sharma, Dipannita Sharma, Aditi Sharma, and a breakout performance by Parineeti Chopra, who won the Filmfare Award for Best Female Debut for her role.

Box Office: A commercial success, grossing approximately ₹84 crore worldwide on a modest budget of ₹20 crore. Why Watch in 1080p?

To truly appreciate the "glossy magazine spread" aesthetic described by critics, viewing this film in 1080p high definition is essential.

Short cast & credits