Graph and download economic data for Stock Market Turnover Ratio (Value Traded/Capitalization) for Pakistan (DDEM01PKA156NWDB) from 1996 to 2011 about Pakistan, ratio, and stock market.

Główny indeks giełdowy w Pakistanie (KSE 100) spadł o 1875 punktów lub 1,63% od początku 2025 roku, zgodnie z obrotem na kontrakcie różnic kursowych (CFD), który śledzi ten wskaźnik referencyjny z Pakistanu. Aktualne wartości, dane historyczne, prognozy, statystyki, wykresy i kalendarz ekonomiczny - Pakistan - Indeks Giełdowy.

Pakistan: Stock market value traded w/o top 10 firms, % of total value traded: The latest value from is percent, unavailable from percent in . In comparison, the world average is 0.00 percent, based on data from countries. Historically, the average for Pakistan from to is percent. The minimum value, percent, was reached in while the maximum of percent was recorded in .

Dataset

This dataset was created by zeenat educator

Released under Apache 2.0

Contents

Pakistan Market Cap: PSX: Real Estate Investment Trust data was reported at 29,531.000 PKR mn in May 2018. This records an increase from the previous number of 28,708.000 PKR mn for Apr 2018. Pakistan Market Cap: PSX: Real Estate Investment Trust data is updated monthly, averaging 24,994.000 PKR mn from Nov 2016 (Median) to May 2018, with 19 observations. The data reached an all-time high of 29,531.000 PKR mn in May 2018 and a record low of 23,794.000 PKR mn in Nov 2016. Pakistan Market Cap: PSX: Real Estate Investment Trust data remains active status in CEIC and is reported by State Bank of Pakistan. The data is categorized under Global Database’s Pakistan – Table PK.Z003: Karachi Stock Exchange: Market Capitalization (New Classification).

Pakistan Market Cap: PSX: Glass & Ceramics data was reported at 40,868.000 PKR mn in Oct 2018. This records a decrease from the previous number of 43,275.000 PKR mn for Sep 2018. Pakistan Market Cap: PSX: Glass & Ceramics data is updated monthly, averaging 45,803.500 PKR mn from Nov 2016 (Median) to Oct 2018, with 24 observations. The data reached an all-time high of 56,770.000 PKR mn in May 2017 and a record low of 36,106.000 PKR mn in Jul 2017. Pakistan Market Cap: PSX: Glass & Ceramics data remains active status in CEIC and is reported by State Bank of Pakistan. The data is categorized under Global Database’s Pakistan – Table PK.Z003: Karachi Stock Exchange: Market Capitalization (New Classification).

Pakistan Index: KSE All Share Index data was reported at 30,220.100 1995=1000 in Oct 2018. This records an increase from the previous number of 29,944.470 1995=1000 for Sep 2018. Pakistan Index: KSE All Share Index data is updated monthly, averaging 7,489.335 1995=1000 from Mar 1999 (Median) to Oct 2018, with 236 observations. The data reached an all-time high of 35,000.880 1995=1000 in May 2017 and a record low of 675.380 1995=1000 in Jun 1999. Pakistan Index: KSE All Share Index data remains active status in CEIC and is reported by Pakistan Stock Exchange Limited. The data is categorized under Global Database’s Pakistan – Table PK.Z001: Karachi Stock Exchange: Index.

Pakistan Market Cap: PSX: Leasing Companies data was reported at 6,084.000 PKR mn in Oct 2018. This records a decrease from the previous number of 7,128.000 PKR mn for Sep 2018. Pakistan Market Cap: PSX: Leasing Companies data is updated monthly, averaging 6,390.500 PKR mn from Nov 2016 (Median) to Oct 2018, with 24 observations. The data reached an all-time high of 7,570.000 PKR mn in Apr 2018 and a record low of 4,308.000 PKR mn in Jul 2017. Pakistan Market Cap: PSX: Leasing Companies data remains active status in CEIC and is reported by State Bank of Pakistan. The data is categorized under Global Database’s Pakistan – Table PK.Z003: Karachi Stock Exchange: Market Capitalization (New Classification).

Pakistan Market Cap: PSX: Insurance data was reported at 196,653.000 PKR mn in Sep 2018. This records a decrease from the previous number of 204,235.000 PKR mn for Aug 2018. Pakistan Market Cap: PSX: Insurance data is updated monthly, averaging 230,112.000 PKR mn from Nov 2016 (Median) to Sep 2018, with 23 observations. The data reached an all-time high of 261,469.000 PKR mn in Jul 2017 and a record low of 196,653.000 PKR mn in Sep 2018. Pakistan Market Cap: PSX: Insurance data remains active status in CEIC and is reported by State Bank of Pakistan. The data is categorized under Global Database’s Pakistan – Table PK.Z003: Karachi Stock Exchange: Market Capitalization (New Classification).

Pakistan Market Cap: PSX: Textile Spinning data was reported at 47,759.000 PKR mn in Oct 2018. This records an increase from the previous number of 47,503.000 PKR mn for Sep 2018. Pakistan Market Cap: PSX: Textile Spinning data is updated monthly, averaging 50,811.500 PKR mn from Nov 2016 (Median) to Oct 2018, with 24 observations. The data reached an all-time high of 61,608.000 PKR mn in Nov 2016 and a record low of 44,544.000 PKR mn in Nov 2017. Pakistan Market Cap: PSX: Textile Spinning data remains active status in CEIC and is reported by State Bank of Pakistan. The data is categorized under Global Database’s Pakistan – Table PK.Z003: Karachi Stock Exchange: Market Capitalization (New Classification).

Correlation matrix results.

Pakistan Market Cap: PSX: Textile Composite data was reported at 200,527.000 PKR mn in Sep 2018. This records an increase from the previous number of 200,097.000 PKR mn for Aug 2018. Pakistan Market Cap: PSX: Textile Composite data is updated monthly, averaging 225,753.000 PKR mn from Nov 2016 (Median) to Sep 2018, with 23 observations. The data reached an all-time high of 255,519.000 PKR mn in May 2017 and a record low of 195,855.000 PKR mn in Jun 2018. Pakistan Market Cap: PSX: Textile Composite data remains active status in CEIC and is reported by State Bank of Pakistan. The data is categorized under Global Database’s Pakistan – Table PK.Z003: Karachi Stock Exchange: Market Capitalization (New Classification).

The COVID-19 pandemic has emerged as a significant event of the current century, introducing substantial transformations in economic and social activities worldwide. The primary objective of this study is to investigate the relationship between daily COVID-19 cases and Pakistan stock market (PSX) return volatility. To assess the relationship between daily COVID-19 cases and the PSX return volatility, we collected secondary data from the World Health Organization (WHO) and the PSX website, specifically focusing on the PSX 100 index, spanning from March 15, 2020, to March 31, 2021. We used the GARCH family models for measuring the volatility and the COVID-19 impact on the stock market performance. Our E-GARCH findings show that there is long-term persistence in the return volatility of the stock market of Pakistan in the period of the COVID-19 timeline because ARCH alpha (ω1) and GARCH beta (ω2) are significant. Moreover, is asymmetrical effect is found in the stock market of Pakistan during the COVID-19 period due to Gamma (ѱ) being significant for PSX. Our DCC-GARCH results show that the COVID-19 active cases have a long-term spillover impact on the Pakistan stock market. Therefore, the need of strong planning and alternative platform should be needed in the distress period to promote the stock market and investor should advised to make diversified international portfolio by investing in high and low volatility stock market to save their income. This study advocated the implications for investors to invest in low volatility stock especially during the period of pandemics to protect their return on investment. Moreover, policy makers and the regulators can make effective policies to maintain financial stability during pandemics that is very important for the country’s economic development.

A significant correlation between financial news with stock market trends has been explored extensively. However, very little research has been conducted for stock prediction models that utilize news categories, weighted according to their relevance with the target stock. In this paper, we show that prediction accuracy can be enhanced by incorporating weighted news categories simultaneously into the prediction model. We suggest utilizing news categories associated with the structural hierarchy of the stock market: that is, news categories for the market, sector, and stock-related news. In this context, Long Short-Term Memory (LSTM) based Weighted and Categorized News Stock prediction model (WCN-LSTM) is proposed. The model incorporates news categories with their learned weights simultaneously. To enhance the effectiveness, sophisticated features are integrated into WCN-LSTM. These include, hybrid input, lexicon-based sentiment analysis, and deep learning to impose sequential learning. Experiments have been performed for the case of the Pakistan Stock Exchange (PSX) using different sentiment dictionaries and time steps. Accuracy and F1-score are used to evaluate the prediction model. We have analyzed the WCN-LSTM results thoroughly and identified that WCN-LSTM performs better than the baseline model. Moreover, the sentiment lexicon HIV4 along with time steps 3 and 7, optimized the prediction accuracy. We have conducted statistical analysis to quantitatively assess our findings. A qualitative comparison of WCN-LSTM with existing prediction models is also presented to highlight its superiority and novelty over its counterparts.

Pakistan PSX: Number of Listed Companies: New Listings data was reported at 7.000 Unit in 2017. This records an increase from the previous number of 4.000 Unit for 2016. Pakistan PSX: Number of Listed Companies: New Listings data is updated yearly, averaging 6.000 Unit from Dec 1991 (Median) to 2017, with 27 observations. The data reached an all-time high of 86.000 Unit in 1992 and a record low of 0.000 Unit in 1999. Pakistan PSX: Number of Listed Companies: New Listings data remains active status in CEIC and is reported by Pakistan Stock Exchange Limited. The data is categorized under Global Database’s Pakistan – Table PK.Z005: Karachi Stock Exchange: Annual Statistics.

Pakistan Market Cap: PSX: Transport data was reported at 74,228.000 PKR mn in May 2018. This records a decrease from the previous number of 88,246.000 PKR mn for Apr 2018. Pakistan Market Cap: PSX: Transport data is updated monthly, averaging 101,508.000 PKR mn from Nov 2016 (Median) to May 2018, with 19 observations. The data reached an all-time high of 142,568.000 PKR mn in Jan 2017 and a record low of 74,228.000 PKR mn in May 2018. Pakistan Market Cap: PSX: Transport data remains active status in CEIC and is reported by State Bank of Pakistan. The data is categorized under Global Database’s Pakistan – Table PK.Z003: Karachi Stock Exchange: Market Capitalization (New Classification).

Baseline model’s (LSTM) optimized hyper-parameters values.

Pakistan Market Cap: PSX: Synthetic & Rayon data was reported at 37,412.000 PKR mn in Oct 2018. This records an increase from the previous number of 36,030.000 PKR mn for Sep 2018. Pakistan Market Cap: PSX: Synthetic & Rayon data is updated monthly, averaging 34,136.000 PKR mn from Nov 2016 (Median) to Oct 2018, with 24 observations. The data reached an all-time high of 37,412.000 PKR mn in Oct 2018 and a record low of 28,801.000 PKR mn in Dec 2017. Pakistan Market Cap: PSX: Synthetic & Rayon data remains active status in CEIC and is reported by State Bank of Pakistan. The data is categorized under Global Database’s Pakistan – Table PK.Z003: Karachi Stock Exchange: Market Capitalization (New Classification).

Shannon fixed effect results.

Pakistan Market Cap: PSX: Engineering data was reported at 127,118.000 PKR mn in Sep 2018. This records a decrease from the previous number of 143,107.000 PKR mn for Aug 2018. Pakistan Market Cap: PSX: Engineering data is updated monthly, averaging 170,616.000 PKR mn from Nov 2016 (Median) to Sep 2018, with 23 observations. The data reached an all-time high of 226,738.000 PKR mn in May 2017 and a record low of 127,118.000 PKR mn in Sep 2018. Pakistan Market Cap: PSX: Engineering data remains active status in CEIC and is reported by State Bank of Pakistan. The data is categorized under Global Database’s Pakistan – Table PK.Z003: Karachi Stock Exchange: Market Capitalization (New Classification).