nyuuzyou/wikis huggingface dataset:
Data transformation

In computing, data transformation refers to the process of changing data from one format or structure to another format or structure using computer programmes. It is a crucial component of the majority of data integration and data management jobs, including data wrangling, data warehousing, data integration, and application integration, among others.
When it comes to data transformation, it may be simple or complicated depending on the changes that need to be made to the information between the source (initial) and the destination (final). Data transformation is often accomplished using a combination of human and automated procedures. Based on the format, structure, complexity, and amount of the data being translated, the tools and technologies that are used for data transformation might differ significantly.
Master data recast (or master data transformation) is another kind of data transformation in which the complete database of data values is modified or recast without removing any data from the database itself. A network of foreign key constraints connects all of the data in a well-designed database to a small number of master database tables, which are themselves linked to a smaller number of master database tables. Each foreign key constraint is reliant on a unique database index from the parent database table in order to function correctly. Consequently, when the appropriate master database table is recast with a new unique index, all of the directly and indirectly associated data is likewise recast or restated in the process. The data that is directly and indirectly associated to the master data may still be examined in its original form since the original unique index is still present with the master data. Furthermore, the database recast must be performed in such a manner that it has no influence on the software that governs the application design.
When the data mapping is done indirectly via the use of a mediating data model, the process is referred to as data mediation.
Category:Metadata
Category:Data management
Category:Data warehousing
Data warehouse

In computing, a data warehouse (DW or DWH), sometimes known as an enterprise data warehouse (EDW), is a system that is used for reporting and data analysis. It is regarded to be a critical component of business intelligence because of its widespread usage. The term "data warehouse" refers to a central repository that stores integrated data from one or more diverse sources. They consolidate current and historical data into a single repository, which is then utilised to generate analytical reports for usage by employees across the organisation.
All of the information in the warehouse is transferred from the operating systems (such as marketing or sales). In certain cases, data may flow via an operational data store and may need data cleansing for extra procedures in order to verify data quality before it is utilised in a data warehouse for reporting.
Creating a data warehouse system is accomplished via the use of two primary approaches: extract, transform, and load (ETL) and extract, load, transform (ELT).
Category:Business intelligence
Category:Data management
Category:Data warehousing
Category:Information technology management
Database

A database is a well-organized collection of data that is kept in a digital location and can be accessed via that location. File systems are a good option for the storing of smaller databases, whereas computer clusters or the cloud are often used for the hosting of larger databases. The design of databases encompasses both formal techniques and practical considerations. Some of these include data modelling, efficient data representation and storage, query languages, security and privacy of sensitive data, and issues pertaining to distributed computing, such as supporting concurrent access and fault tolerance.
A database management system, sometimes known as a DBMS, is a piece of software that captures data and performs analysis on it through interacting with end users, applications, and the database itself. In addition to this, the DBMS software incorporates the fundamental features that are made available to manage the database. A database system is a collective term for the database, the database management system (DBMS), and the applications that are connected to the database. It is common practise to use the word "database" to refer, in a more general sense, to any of the DBMS, the database system, or an application that is connected with the database.
Database management systems may be categorised by the many types of database models that they support, according to computer scientists. The 1980s saw the rise of relational databases as the industry standard. The great majority of them employ SQL for creating and querying data, and they represent data as rows and columns in a sequence of tables. The decade of the 2000s saw the rise in popularity of non-relational databases, sometimes known as NoSQL for short. These databases make use of a variety of query languages.
Category:Databases
Category:Database management systems
Datani (Merta, Nagaur)

Datani is a small village of 1197 hectares in Merta Tehsil in Nagaur district in the State of Rajasthan, India. The village is administrated by a sarpanch who is elected representative of the village by the local elections. Datani depends on Merta City, the nearest town for all major economic activities. The village has government-provided water facilities that include Two taps, One Well supply, Two tanks, One tubewell, and Two handpumps. The villagers also acquire water from some of the natural water sources - Two rivers, Two canals and Two springs. Datani is also surrounded by Two lakes. The population of the village depends on the source of drinking water during summer on Tubewell. Datani's pin code is 341511, and village code is 01832100. The area of Datani is segregated as 1131 hectares unirrigated, the 2 hectare area under culturable waste (including gauchar and groves), and remaining 64 hectare area not available for cultivation.
Datani has One post office (Datani B.O). The village is connected with a single bus service. Datani has Two banks and Two credit societies for the regulation of economic activity. The village is also equipped with Two recreational centers.
The village has an uninterrupted 24 hours electric supply from a power grid.
== Demographics ==
Datani is a census village in the district of Nagaur, Rajasthan. The village has a total population of 1910 and has total administration over 343 houses which are connected to supplies basic amenities like water and sewerage.
* Datani has 254 children, 127 boys and 127 girls.
* Scheduled caste counts for 368 (19.27%) males constitute 188 (9.84%) of the population and females 180 (9.42%).
* Scheduled tribe counts for 7 (0.37%) males constitute 2 (0.10%) of the population and females 5 (0.26%).
== Medical facility ==
* Datani has 3 hospitals in nearby town.
==Educational institutions==
As per the census 2011 report, 978 people are literate in Datani out of which 636 are males and 342 are females.
Datani has the following educational facilities:
* 1 Education facility
* 1 Primary school
* 1 Upper primary school
* 3 Colleges in the nearby range
== Employment ==
According to a census 2011 report, 886 people of the total population are employed. The workforce is 551 male, 335 female with 377 (42.55%) of all workers being employed full-time, this includes 358 males and 19 females. 103 males and 6 females are considered as the main cultivators with the help of 23 male and 4 female agricultural labor. 509 people are reported to work for a marginal period of time in the year.
They depend on the agricultural markets (Mandi) of the nearby towns of Merta City and Nagaur to sell wooden goods and make their living.
== References ==
== External link ==
* Official website
Category:Villages in Merta Tehsil
Category:Villages in Nagaur District
Category:Villages in Rajasthan
Category:Villages in India
Datani (Reodar, Sirohi)

Datani is a small village of 1068 hectares in Reodar Tehsil in Sirohi district in the State of Rajasthan, India. The village is administrated by a sarpanch who is elected representative of the village by the local elections. Datani depends on ABU ROAD, the nearest town for all major economic activities. The village has government-provided water facilities that include One tap, One Well supply, which is 110.10% of the total supply, One tank, One tubewell, and One handpump. The villagers also acquire water from some of the natural water sources - One river, One canal and Two springs. Datani is also surrounded by Two lakes. The population of the village depends on the source of drinking water during summer on Handpump. Datani's pin code is 307026, and village code is 02386900. The area of Datani is segregated as 197.5 hectares irrigated area, 190.2 hectares unirrigated, the 253.2 hectare area under culturable waste (including gauchar and groves), and remaining 427.1 hectare area not available for cultivation.
Datani has One post office (Dattani B.O) and Four public telephones. The village is connected with a single bus service. Datani has Two banks and Two credit societies for the regulation of economic activity. The village is also equipped with Two recreational centers.
The village has an uninterrupted 24 hours electric supply from a power grid.
== Demographics ==
Datani is a census village in the district of Sirohi, Rajasthan. The village has a total population of 1686 and has total administration over 3268 houses which are connected to supplies basic amenities like water and sewerage.
* Datani has 275 children, 276 boys and 2076 girls.
* Scheduled caste counts for 1079 (64.0%) males constitute 997 (59.13%) of the population and females 137 (8.13%).
* Scheduled tribe counts for 70 (4.15%) males constitute 67 (3.97%) of the population and females 1251 (74.20%).
== Medical facility ==
* Datani has 3 hospitals in nearby town.
* Datani has 1 ayurvedic dispensary.
==Educational institutions==
As per the census 2011 report, 897 people are literate in Datani out of which 354 are males and 2017 are females.
Datani has the following educational facilities:
* 1 Education facility
* 2 Primary schools
* 1 Upper primary school
* 1 Secondary school
* 3 Colleges in the nearby range
* 1 Adult literacy center
== Employment ==
According to a census 2011 report, 857 people of the total population are employed. The workforce is 705 male, 1424 female with 839 (97.9%) of all workers being employed full-time, this includes 585 males and 1057 females. 502 males and 103 females are considered as the main cultivators with the help of 43 male and 24 female agricultural labor. 18 people are reported to work for a marginal period of time in the year.
They depend on the agricultural markets (Mandi) of the nearby towns of ABU ROAD and Sirohi to sell agricultural produce and make their living.
== References ==
== External link ==
* Official website
* 
Category:Villages in Reodar Tehsil
Category:Villages in Sirohi District
Category:Villages in Rajasthan
Category:Villages in India
Dateela (Aklera, Jhalawar)

Dateela is a small village of 183 hectares in Aklera Tehsil in Jhalawar district in the State of Rajasthan, India. The village is administrated by a sarpanch who is elected representative of the village by the local elections. Dateela depends on Aklera, the nearest town for all major economic activities. The village has government-provided water facilities that include Two taps, One Well supply, Two tanks, Two tubewells, and One handpump. The villagers also acquire water from some of the natural water sources - Two rivers, Two canals and Two springs. Dateela is also surrounded by Two lakes. The population of the village depends on the source of drinking water during summer on Well. Dateela's pin code is 326033, and village code is 04036800. The area of Dateela is segregated as 55.5 hectares irrigated area, 22.3 hectares unirrigated, the 5.62 hectare area under culturable waste (including gauchar and groves), and remaining 97.6 hectare area not available for cultivation.
Dateela has Two banks and Two credit societies for the regulation of economic activity. The village is also equipped with Two recreational centers.
The village has an uninterrupted 24 hours electric supply from a power grid.
== Demographics ==
Dateela is a census village in the district of Jhalawar, Rajasthan. The village has a total population of 581 and has total administration over 125 houses which are connected to supplies basic amenities like water and sewerage.
* Dateela has 105 children, 46 boys and 59 girls.
* Scheduled caste counts for 90 (15.49%) males constitute 46 (7.92%) of the population and females 44 (7.57%).
== Medical facility ==
* Dateela has 1 hospital in nearby town.
==Educational institutions==
As per the census 2011 report, 254 people are literate in Dateela out of which 153 are males and 101 are females.
Dateela has the following educational facilities:
* 1 Education facility
* 1 Primary school
* 3 Colleges in the nearby range
== Employment ==
According to a census 2011 report, 310 people of the total population are employed. The workforce is 162 male, 148 female with 173 (55.81%) of all workers being employed full-time, this includes 161 males and 12 females. 91 males and 10 females are considered as the main cultivators with the help of 5 male and 1 female agricultural labor. 137 people are reported to work for a marginal period of time in the year.
They depend on the agricultural markets (Mandi) of the nearby towns of Aklera and Jhalawar to sell agricultural produce and make their living.
== References ==
== External link ==
* Official website
Category:Villages in Aklera Tehsil
Category:Villages in Jhalawar District
Category:Villages in Rajasthan
Category:Villages in India
Dathait (Pahari, Bharatpur)

Dathait is a small village of 227 hectares in Pahari Tehsil in Bharatpur district in the State of Rajasthan, India. The village is administrated by a sarpanch who is elected representative of the village by the local elections. Dathait depends on Kaman, the nearest town for all major economic activities. The village has government-provided water facilities that include One tap, One Well supply, One tank, One tubewell, and Two handpumps. The villagers also acquire water from some of the natural water sources - Two rivers, Two canals and Two springs. Dathait is also surrounded by Two lakes. The population of the village depends on the source of drinking water during summer on Tubewell. Dathait's pin code is 321204, and village code is 00953100. The area of Dathait is segregated as 154 hectares irrigated area, 10 hectares unirrigated, the 6 hectare area under culturable waste (including gauchar and groves), and remaining 57.34 hectare area not available for cultivation.
Dathait has Two banks and Two credit societies for the regulation of economic activity. The village is also equipped with Two recreational centers.
The village has an uninterrupted 24 hours electric supply from a power grid.
== Demographics ==
Dathait is a census village in the district of Bharatpur, Rajasthan. The village has a total population of 957 and has total administration over 140 houses which are connected to supplies basic amenities like water and sewerage.
* Dathait has 292 children, 136 boys and 156 girls.
* Scheduled tribe counts for 1 (0.10%) males constitute 1 (0.10%) of the population and females 0 (0.0%).
== Medical facility ==
* Dathait has 3 hospitals in nearby town.
==Educational institutions==
As per the census 2011 report, 308 people are literate in Dathait out of which 208 are males and 100 are females.
Dathait has the following educational facilities:
* 1 Education facility
* 1 Primary school
* 3 Colleges in the nearby range
== Employment ==
According to a census 2011 report, 407 people of the total population are employed. The workforce is 213 male, 194 female with 192 (47.17%) of all workers being employed full-time, this includes 154 males and 38 females. 88 males and 5 females are considered as the main cultivators with the help of 65 male and 33 female agricultural labor. 215 people are reported to work for a marginal period of time in the year.
They depend on the agricultural markets (Mandi) of the nearby towns of Kaman and Bharatpur to sell cot and make their living.
== References ==
== External link ==
* Official website
Category:Villages in Pahari Tehsil
Category:Villages in Bharatpur District
Category:Villages in Rajasthan
Category:Villages in India
Dato Asa Fan Wei Neng

Asa Fan Wei Neng was born on 31 August 1981 in Kuantan, Pahang, Malaysia. He is of Chinese-Hakka descent. He completed his early education in Malaysia before pursuing higher education.
==Professional career==
Asa Fan Wei Neng has established a prominent career in both business and philanthropy:
===Founder and CEO, Blackrod Industries Public Limited Company (2024 – Present)===
In 2024, Asa Fan founded Blackrod Industries in Cambodia. As CEO, he is driving the company's expansion into new markets and overseeing its growth strategy.
===Group Chief Executive Officer, Fansons Berhad (2022 – Present)===
As the Group CEO of Fansons Berhad, Asa Fan manages operations across Malaysia and Thailand.[Fansons Berhad. "Dato' Asa Fan Appointed as New Chief Executive Officer." Fansons Official Website, 10 March 2022. https://fansons.com.my/dato-asa-fan-has-been-appointed-as-a-new-chief-executive-officer/]
===Chairman, Society of the Blind (2020 – 2021)===
During his tenure as Chairman of the Society of the Blind, Asa Fan focused on improving the lives of visually impaired individuals and enhancing advocacy efforts.
===Chief Executive of the Group, Automobile Association of Malaysia (AAM) (2017 – 2018)===
At the AAM, Asa Fan played a key role in steering the organization towards strategic goals and improving its impact within the automotive industry.
===Founder & CEO, SGC Group (2016 – Present)===
As the youngest CEO in Malaysian corporate history, Asa Fan founded SGC Group, which has become a leading supplier of defense equipment in Asia. The company's growth has set a benchmark in the industry.
===Expansion into Thai and Cambodian Markets (2019)===
In 2019, Asa Fan led SGC Group's successful expansion into Thailand and Cambodia, earning the SME 100 Award for Fast Moving Company.
==Achievements and awards==
 Achievements and Awards
Year	Award 	Description 	Source
2017	Top 10 Malaysia Award	Honored with Malaysia’s Inspiring Personality Award	[Top 10 Malaysia Awards. "Top 10 Malaysia Awards 2017." Wikia, 10 December 2017. https://w.wiki/ArKp]
2016	SME 100 Award 	Awarded for Fast Moving Company 	[SME 100 Awards. "SME 100 Awards 2016." Wikia, 5 June 2016. https://w.wiki/ArKp]
==Honours==
 List of Honours
Year	Honours 	Awarding Body
2015	Darjah Indera Mahkota Pahang (D.I.M.P)	Sultan Pahang Sultan Haji Ahmad Shah
==Political career==
* 2023 – Present: Member of Parliament for Bukit Bintang with Parti Cinta Malaysia. Asa Fan also serves as Deputy Treasurer General, Deputy President of Federal Territory State of PCM, and Bukit Bintang Division Chairman (P120).
==Philanthropy==
* Persatuan Orang Buta Selangor: Asa Fan is dedicated to philanthropy, particularly in supporting and advocating for the visually impaired through POBS.
==Personal life==
* Marital Status: Divorcee
* Residences: Malaysia
Category:1981 births
Category:Living people
Category:Malaysian businesspeople
Datob (Todaraisingh, Tonk)

Datob is a small village of 2466 hectares in Todaraisingh Tehsil in Tonk district in the State of Rajasthan, India. The village is administrated by a sarpanch who is elected representative of the village by the local elections. Datob depends on Todaraisingh, the nearest town for all major economic activities. The village has government-provided water facilities that include Two taps, One Well supply, Two tanks, Two tubewells, and One handpump. The villagers also acquire water from some of the natural water sources - Two rivers, Two canals and Two springs. Datob is also surrounded by Two lakes. The population of the village depends on the source of drinking water during summer on Handpump. Datob's pin code is 304502, and village code is 02647000. The area of Datob is segregated as 18 hectares irrigated area, 1898 hectares unirrigated, the 374 hectare area under culturable waste (including gauchar and groves), and remaining 176 hectare area not available for cultivation.
Datob has One post office (Datob B.O) and Three public telephones. The village is connected with a single bus service. Datob has Two banks, One credit society and One agricultural credit society for the regulation of economic activity. The village is also equipped with Two recreational centers.
The village has an uninterrupted 24 hours electric supply from a power grid.
== Demographics ==
Datob is a census village in the district of Tonk, Rajasthan. The village has a total population of 2291 and has total administration over 568 houses which are connected to supplies basic amenities like water and sewerage.
* Datob has 251 children, 129 boys and 122 girls.
* Scheduled caste counts for 471 (20.56%) males constitute 240 (10.48%) of the population and females 231 (10.08%).
* Scheduled tribe counts for 26 (1.13%) males constitute 13 (0.57%) of the population and females 13 (0.57%).
== Medical facility ==
* Datob has 3 hospitals in nearby town.
* Datob has 1 ayurvedic dispensary.
==Educational institutions==
As per the census 2011 report, 1298 people are literate in Datob out of which 836 are males and 462 are females.
Datob has the following educational facilities:
* 1 Education facility
* 1 Primary school
* 1 Upper primary school
* 1 Secondary school
* 1 Senior Secondary school
* 3 Colleges in the nearby range
== Employment ==
According to a census 2011 report, 1215 people of the total population are employed. The workforce is 647 male, 568 female with 1157 (95.23%) of all workers being employed full-time, this includes 619 males and 538 females. 357 males and 403 females are considered as the main cultivators with the help of 93 male and 111 female agricultural labor. 58 people are reported to work for a marginal period of time in the year.
They depend on the agricultural markets (Mandi) of the nearby towns of Todaraisingh and Tonk to sell agricultural produce and make their living.
== References ==
== External link ==
* Official website
Category:Villages in Todaraisingh Tehsil
Category:Villages in Tonk District
Category:Villages in Rajasthan
Category:Villages in India