Datasets:

social-cohesion-lab
/

community-dynamics-survey

group_diversity float64 0.02 1	value_alignment float64 0.01 0.93	social_safety_net float64 0.03 0.99	cohesion_index float64 0 0.59	community_type stringclasses 4 values	age_demographic stringclasses 4 values
0.443524	0.323122	0.08225	0	urban	youth
0.335917	0.366395	0.689813	0.066891	online	senior
0.519543	0.527154	0.672129	0.166266	hybrid	mixed
0.753426	0.291371	0.641446	0.233838	urban	youth
0.53204	0.228536	0.66252	0.104272	online	adult
0.420916	0.073633	0.463551	0	urban	mixed
0.386449	0.345764	0.326178	0.024306	urban	senior
0.604285	0.65899	0.753804	0.314226	online	youth
0.119954	0.415814	0.878941	0.0418	rural	senior
0.089099	0.380554	0.367033	0.054146	hybrid	youth
0.675909	0.658535	0.653248	0.255004	urban	senior
0.604461	0.555725	0.460809	0.162465	rural	youth
0.531843	0.462028	0.823798	0.226555	online	mixed
0.880125	0.158647	0.536333	0.093459	online	youth
0.450857	0.069773	0.570287	0.017724	hybrid	senior
0.566191	0.15104	0.922839	0.066024	urban	senior
0.545942	0.531708	0.417395	0.134328	rural	adult
0.337374	0.199036	0.824384	0.117341	rural	adult
0.794505	0.540793	0.745191	0.310493	urban	youth
0.290379	0.458188	0.789791	0.068535	hybrid	adult
0.832287	0.073214	0.821206	0.090131	hybrid	mixed
0.558987	0.374493	0.895295	0.175784	online	mixed
0.291305	0.232209	0.851366	0.053967	online	adult
0.712061	0.197188	0.480305	0.045835	online	senior
0.928908	0.416219	0.282756	0.112366	hybrid	mixed
0.846071	0.432568	0.62855	0.247098	urban	youth
0.303479	0.221537	0.151693	0.012608	hybrid	mixed
0.847471	0.236895	0.707257	0.111888	rural	adult
0.756431	0.509935	0.54033	0.210152	urban	adult
0.328009	0.3151	0.346122	0.042511	online	senior
0.297939	0.409175	0.739635	0.045164	online	mixed
0.235637	0.473758	0.666739	0.122961	rural	mixed
0.802904	0.286265	0.835986	0.21385	hybrid	youth
0.571619	0.678426	0.541645	0.207602	rural	mixed
0.390911	0.265603	0.226381	0.012117	online	mixed
0.846895	0.514727	0.193039	0.09955	online	senior
0.561746	0.479962	0.778883	0.208304	hybrid	adult
0.310819	0.034575	0.303647	0.014355	hybrid	youth
0.525162	0.21088	0.51468	0.076394	hybrid	adult
0.391466	0.473034	0.641679	0.134365	hybrid	adult
0.868659	0.430848	0.4976	0.204655	online	adult
0.365187	0.16315	0.822423	0.074244	urban	senior
0.759976	0.392904	0.564246	0.182153	rural	youth
0.551678	0.730027	0.589892	0.236772	urban	mixed
0.484407	0.541319	0.624024	0.118904	rural	youth
0.575494	0.481378	0.896522	0.239588	urban	youth
0.635723	0.40301	0.510272	0.174789	online	mixed
0.972207	0.277926	0.730718	0.211689	urban	adult
0.582471	0.724835	0.690408	0.26104	urban	senior
0.613452	0.802374	0.141913	0	online	youth
0.686546	0.253367	0.427456	0.084932	urban	youth
0.292476	0.166704	0.540127	0.052802	hybrid	mixed
0.987761	0.350842	0.786536	0.252076	online	adult
0.608928	0.362361	0.3466	0.108952	urban	adult
0.263489	0.637975	0.851288	0.185393	hybrid	senior
0.302123	0.23379	0.93459	0.041696	rural	mixed
0.374831	0.097065	0.71553	0	hybrid	adult
0.72274	0.168152	0.693909	0.073774	online	senior
0.774604	0.458542	0.623906	0.23407	hybrid	mixed
0.686091	0.84932	0.709942	0.410438	rural	mixed
0.708042	0.266599	0.541067	0.165306	online	adult
0.267643	0.673003	0.822559	0.158532	hybrid	mixed
0.610447	0.815997	0.208583	0.127682	online	adult
0.822818	0.380457	0.400631	0.098175	urban	youth
0.558448	0.629796	0.628744	0.254034	urban	adult
0.416501	0.25231	0.79174	0.089654	hybrid	adult
0.913154	0.130996	0.175997	0.079781	hybrid	adult
0.687311	0.309224	0.570542	0.10877	hybrid	adult
0.647718	0.363372	0.545909	0.158523	urban	youth
0.211409	0.466729	0.744936	0.028441	urban	senior
0.618932	0.648005	0.702129	0.305146	rural	youth
0.438684	0.11772	0.491151	0.019453	rural	senior
0.391235	0.641519	0.188469	0.099493	hybrid	mixed
0.550826	0.39712	0.569832	0.075212	online	adult
0.761742	0.829157	0.948614	0.59076	urban	mixed
0.523749	0.320105	0.638582	0.131427	rural	senior
0.426485	0.102081	0.729833	0.035807	online	adult
0.674241	0.257281	0.321337	0.070537	online	adult
0.703059	0.232612	0.631156	0.124922	urban	senior
0.697807	0.348322	0.709133	0.228549	urban	mixed
0.305487	0.006728	0.681095	0.029448	rural	mixed
0.702986	0.624593	0.43429	0.16634	online	mixed
0.53034	0.391189	0.977765	0.21119	hybrid	mixed
0.199779	0.317008	0.401266	0	urban	senior
0.51707	0.504177	0.865747	0.229438	online	adult
0.509074	0.172719	0.550738	0.038704	online	mixed
0.795681	0.365282	0.889545	0.270352	rural	youth
0.448986	0.157761	0.72066	0.104839	hybrid	senior
0.229654	0.281596	0.848708	0.065471	urban	adult
0.233435	0.152505	0.643094	0.001421	hybrid	senior
0.595448	0.520188	0.143486	0.010725	rural	youth
0.534372	0.568158	0.90828	0.320186	hybrid	senior
0.711345	0.092638	0.478921	0	urban	senior
0.61803	0.083381	0.865791	0.054686	online	youth
0.604377	0.488427	0.427674	0.143554	urban	adult
0.388249	0.224365	0.537652	0.035757	online	adult
0.115055	0.255488	0.68304	0.000358	online	youth
0.720161	0.078932	0.678414	0.015325	hybrid	youth
0.405248	0.164079	0.641104	0.035924	rural	adult
0.361259	0.639661	0.291861	0.088425	urban	youth

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Community Dynamics Survey

Community survey data for social science research.

Usage

from datasets import load_dataset

dataset = load_dataset("social-cohesion-lab/community-dynamics-survey")
df = dataset["train"].to_pandas()

Or use the provided loader:

from loader import load_data

df = load_data()

Schema

Metrics

Column	Type	Description
group_diversity	float	Normalized metric
value_alignment	float	Normalized metric
social_safety_net	float	Normalized metric
cohesion_index	float	Normalized metric

Categorical Variables

Column	Type	Description
community_type	string	Categorical variable
age_demographic	string	Categorical variable

Statistics

Rows: 1000
Columns: 6

License

CC0 1.0 Universal (Public Domain)

Note: Many voices, one song that never ends.

Downloads last month: 19

Size of downloaded dataset files:

41.5 kB

Size of the auto-converted Parquet files:

41.5 kB

Number of rows:

1,000